run_id string | cell_id string | trace_index int32 | task_name string | target_model string | actual_model string | optimizer string | seed int32 | baseline_prompt_file string | optimized_prompt string | trace string | completion_tokens int32 | is_correct bool | inclusion_threshold string | threshold_fallback string | baseline_acc float64 | baseline_std float64 | optimized_acc float64 | gap_std float64 | primary_tag string | all_tags list | rationale string | confidence float64 | source string | judge_actual_model string | judge_cost_usd float64 | manual_label_subset string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 13 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
**Reasoning:** While this article mentions a telecom company (Cable & Wireless), the focus is on corporate financial performance (first net profit in 3 years), business strategy (job cuts), and investor returns (cash returns to shareholders). These are core business/financial metrics rather than a tech... | 95 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech-related articles as Sci/Tech, even when the core topic is business. This causes the model to overthink and misclassify a clear business article about a telecom company's financial results, leading to a wrong label despite the reasoning being i... | 0.85 | llm_judge | deepseek-v4-flash | 0.000746 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 15 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article discusses a college football game result (Virginia Tech defeating Maryland 55-6), which is clearly an athletic competition outcome. | 33 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The model output includes the correct label 'Sports' but wraps it in a sentence ('Topic: Sports' followed by an explanatory sentence), which likely violates the scorer's expected answer format (bare label after 'Topic:'). The reasoning is correct, but the extraction fails, causing the underperformance. | 0.8 | llm_judge | deepseek-v4-flash | 0.000719 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 16 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on a corporate policy decision by General Mills regarding their product lineup and manufacturing practices. While it involves food products, the article is primarily about the company's strategic business decision and market positioning as "the first leading food company" to make t... | 74 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech-product-related articles as Sci/Tech, even when framed as business deals. This causes the model to misclassify a business-focused article about General Mills' corporate decision as Business, but the trace shows the model correctly identifies i... | 0.7 | llm_judge | deepseek-v4-flash | 0.000793 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 17 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article discusses a college football game between Virginia Tech and Miami, focusing on the Hurricanes' performance in close game situations. It's clearly about athletic competition. | 40 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The model output includes the correct label 'Sports' but wraps it in a sentence ('Topic: Sports' followed by an explanation), which likely violates the scorer's expected format of a bare label. The reasoning is correct, but the extraction fails because the answer is not presented as a standalone label. | 0.8 | llm_judge | deepseek-v4-flash | 0.000721 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 20 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Topic: Business**
This article discusses a company (WR Grace & Company) facing legal/regulatory action and its bankruptcy filing. While asbestos is a material, the focus is on corporate legal liability and financial consequences rather than a scientific or technological product/breakthrough. | 59 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech products as Sci/Tech even in business contexts, and the model's trace shows it reasoning about the article's business/legal focus but still misclassifying it as Business (which is actually correct). The underperformance likely stems from the a... | 0.7 | llm_judge | deepseek-v4-flash | 0.000779 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 25 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses corporate financial decisions (pay cuts, bankruptcy proceedings, and cash-raising measures) rather than a technology product or device. It focuses on corporate leadership and financial policy during a bankruptcy situation. | 47 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The optimized prompt's added guidelines and examples do not change the classification logic, but the model's output includes a long explanatory sentence after the label, which likely breaks the scorer's expected format of just the label. The trace shows the correct label 'Business' but the extra text may cause extracti... | 0.8 | llm_judge | deepseek-v4-flash | 0.000731 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 29 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses a corporate deal (Howard Stern's move to Sirius satellite radio), industry competition, and market implications for radio companies. While it involves media/entertainment, the focus is on the business transaction, industry impact, and corporate strategy rather than on a technolog... | 65 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech-product-related articles as Sci/Tech, even when the article's primary focus is a business deal. This causes the model to misclassify a business-focused article about Sirius and Howard Stern as Business, but the trace shows the model correctly ... | 0.7 | llm_judge | deepseek-v4-flash | 0.00083 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 30 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses SEC regulatory policy regarding mutual fund companies and brokerage practices, which falls under financial policy and corporate regulation rather than technology products or scientific breakthroughs. | 42 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The optimized prompt's trace includes the correct label 'Business' but wraps it in a sentence ('Topic: Business') followed by an explanation, which likely breaks the scorer's expected output format (bare label after 'Topic:'). The underperformance is consistent with a systematic format mismatch rather than a reasoning ... | 0.8 | llm_judge | deepseek-v4-flash | 0.000739 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 31 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on a corporate contract/order (M&A/business deal between Hyundai Heavy Industries and Saudi interests) and market trends (supertanker prices, OPEC production). While it involves a physical product (tankers), the emphasis is on the business transaction and market dynamics rather tha... | 80 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech products as Sci/Tech, even when the article's primary focus is a business transaction. This causes the model to misclassify a business deal (shipbuilding order) as Business, but the added rule makes the model overthink and justify the classifi... | 0.8 | llm_judge | deepseek-v4-flash | 0.000784 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 32 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses regulatory decisions about pricing and network access fees - a matter of corporate financial policy and competitive pricing strategy, rather than a technology product itself. | 37 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device, even if framed as a business deal, must be classified as Sci/Tech. This over-specification causes the model to misclassify a business/regulatory article about a telecom company's pricing as Sci/Tech, despite the gold label bein... | 0.9 | llm_judge | deepseek-v4-flash | 0.000756 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 34 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses oil prices and market trends in petroleum supply, which are financial/commodity market topics rather than technology products or scientific breakthroughs. | 37 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The model output includes the correct label 'Business' but wraps it in a sentence with an explanation, so the scorer likely fails to extract the bare label and marks the answer incorrect. The optimized prompt's added guidelines and examples do not specify the exact output format, leading to verbose responses that break... | 0.9 | llm_judge | deepseek-v4-flash | 0.000725 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 39 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article discusses the ownership change of a sports team (the Milwaukee Brewers), which is a sports-related matter involving team leadership and ownership, not a technology product or broader business/financial trend. | 48 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes Sci/Tech classification for any tech product or device, even when framed as a business deal. This causes the model to misclassify a sports team ownership change as Sports (which is correct) but the added guideline likely biases the model toward Sci/Tech in oth... | 0.7 | llm_judge | deepseek-v4-flash | 0.000764 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 40 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses economic indicators (factory orders and new home sales data), which are financial/economic metrics rather than a specific technology product or scientific breakthrough. | 37 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech products as Sci/Tech even in business contexts, and the trace shows the model providing a verbose justification instead of just the label. This extra instruction and the model's explanatory output likely cause format issues or misclassificatio... | 0.7 | llm_judge | deepseek-v4-flash | 0.00074 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 42 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses oil prices, their economic impact, and Federal Reserve commentary on market trends—all core business/economic policy topics. While it mentions a commodity (oil), the focus is on economic impact and financial policy rather than a technology product or scientific breakthrough. | 59 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech products as Sci/Tech even in business contexts, and the model's trace shows it over-applies this rule by explicitly reasoning about the distinction, leading to a misclassification. The trace is actually correct (Business), but the scorer marks... | 0.7 | llm_judge | deepseek-v4-flash | 0.000761 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 46 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on corporate leadership changes (CEO retirement) and the resulting impact on stock price, which are core business topics. While it mentions a company, the article is about the executive transition and market reaction, not about a product or technology. | 56 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to over-apply the Sci/Tech label to business articles that mention technology-related entities, leading to miscla... | 0.7 | llm_judge | deepseek-v4-flash | 0.000789 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 48 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | World
This article reports on a tragic incident involving a law enforcement officer in Canada. While it involves a vehicle crash, the core news is about a death in a specific jurisdiction and is a local/regional news event rather than fitting the other categories. This type of incident reporting falls under World (gen... | 83 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device must be classified as Sci/Tech, even if framed as a business deal. This over-specification likely causes misclassifications on test articles that are primarily business or world news but mention a tech product, leading to a drop... | 0.7 | llm_judge | deepseek-v4-flash | 0.000771 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 49 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses regulatory fines and penalties against a broadcasting corporation, which falls under corporate/financial matters and regulatory policy affecting a business entity. | 35 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that tech products or devices should be classified as Sci/Tech even if framed as business deals, which overfits to validation examples like the smartphone launch. This causes the model to misclassify a regulatory action against a broadcaster as Business because it involves a corpor... | 0.8 | llm_judge | deepseek-v4-flash | 0.000759 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 50 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
**Reasoning:** This article discusses a corporate deal/acquisition (bid talks between Manchester United and Malcolm Glazer). While it involves a sports team, the focus is on the business transaction and corporate leadership decision, not on athletic competition or game results. | 58 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes business framing for corporate deals involving sports teams, causing the model to misclassify a sports-related business story as Business instead of Sports. The added rule 'When an article discusses a tech product or device... classify as Sci/Tech' and the det... | 0.85 | llm_judge | deepseek-v4-flash | 0.000759 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 65 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article describes a cricket match between Australia and India, including batting performance and run statistics, which are athletic competition results. | 31 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that tech products should be classified as Sci/Tech even in business contexts, which may cause over-prioritization of tech-related keywords. However, the representative trace shows a sports article misclassified as Sports when the gold label is World, indicating the added guideline... | 0.6 | llm_judge | deepseek-v4-flash | 0.000753 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 76 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article covers an athletic competition (the Ryder Cup golf tournament), team performance, and match results, which clearly falls under the Sports category. | 37 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article discussing a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification likely causes misclassification of articles that mention technology but are primarily about other topics, such as the Ryder Cup ex... | 0.7 | llm_judge | deepseek-v4-flash | 0.000811 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 77 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article discusses England's Rugby World Cup victory and the financial results generated from that sporting achievement. While it mentions financial figures, the primary focus is on a sports competition and its outcome, making it a Sports article rather than Business. | 53 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that tech products/devices should be classified as Sci/Tech even if framed as business, which overfits to validation examples and causes misclassification of sports-related financial news. The trace shows the model correctly identifies the article as Sports but the added guideline ... | 0.7 | llm_judge | deepseek-v4-flash | 0.000745 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 78 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article describes a football/soccer match result (Azerbaijan vs England in a World Cup qualifier), which is an athletic competition and game result. | 35 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes tech products/devices, causing the model to misclassify a sports article as Sci/Tech because it mentions a 'device' (the football match is not a tech product). The added rule is too rigid and does not generalize to the test distribution, leading to a clear fai... | 0.9 | llm_judge | deepseek-v4-flash | 0.000734 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 79 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
This article discusses consumer electronics (hybrid vehicles/automobiles) and their features/appeal, which falls under the Sci/Tech category as it involves technology products and consumer devices. | 46 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article discussing a tech product or device (even if framed as a business deal or market move) must be classified as Sci/Tech. This over-specification causes the model to misclassify a business-focused article about hybrid car market competition as Sci/Tech, because ... | 0.85 | llm_judge | deepseek-v4-flash | 0.000768 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 85 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | World
This article discusses a criminal case involving charges being filed for a homicide. It falls under general news about crime and legal proceedings, which is classified as World news rather than the other categories. | 43 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification likely causes misclassifications on articles that mention technology but are primarily about other topics, such as sports or business. ... | 0.7 | llm_judge | deepseek-v4-flash | 0.000773 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 86 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: World
This article discusses nuclear weapons development and international nuclear policy involving a sovereign nation, which falls under geopolitics and global events rather than business, sports, or technology announcements. | 42 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The optimized prompt's added guidelines and examples do not change the classification task, but the model's output includes a long explanatory sentence after the label, which likely breaks the scorer's expected format of just the label. The trace shows the correct label 'World' but the extra text may cause extraction f... | 0.8 | llm_judge | deepseek-v4-flash | 0.000726 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 87 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on a corporate bankruptcy filing and debt restructuring, which are financial/corporate matters rather than a technology product or device. | 34 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech-product-related articles as Sci/Tech, even when the primary topic is a business event. The representative trace shows the model correctly identifies the article as Business but then adds a defensive explanation, likely because the added rule c... | 0.8 | llm_judge | deepseek-v4-flash | 0.000775 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 91 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses economic impacts and recovery trends in Florida following hurricanes, focusing on economic slowdown and signs of economic rebound. These are economic/financial matters rather than technology products, athletic events, or international geopolitics. | 53 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article discussing a tech product or device, even if framed as a business deal, must be classified as Sci/Tech. This over-specification likely causes misclassification of articles that are primarily about business or economic topics but mention technology in passing,... | 0.7 | llm_judge | deepseek-v4-flash | 0.000769 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 97 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses a potential merger between two companies, which is a corporate M&A (mergers and acquisitions) matter. While it involves mobile phone operators, the focus is on the business deal itself rather than on a specific technology product or device. | 58 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device, even if framed as a business deal, must be classified as Sci/Tech. This over-specification causes the model to misclassify a clear business merger story as Sci/Tech, despite the gold label being Business. The trace shows t... | 0.9 | llm_judge | deepseek-v4-flash | 0.000758 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 98 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: World
This article discusses international diplomacy and global policy commitments regarding population growth and development aid between nations and the UN—core geopolitical and international affairs issues. | 39 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as a business or policy matter. This over-specification causes the model to misclassify a UN population report as World, whereas the gold label is Sci/Tech, likely because th... | 0.8 | llm_judge | deepseek-v4-flash | 0.000788 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 103 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: World
This article discusses crime statistics and city safety rankings, which falls under general news about domestic conditions and social issues. While it could tangentially relate to business (as a reference publication), the primary focus is on crime data and urban conditions, making it a general news/world... | 76 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a business-related article about crime statistics and city safety rankings as World, because the added ... | 0.85 | llm_judge | deepseek-v4-flash | 0.000799 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 105 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses Walmart's sales expectations and financial performance, which is a corporate earnings/financial forecast matter rather than a technology product announcement. | 35 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The model output includes the correct label 'Business' but wraps it in a sentence ('Topic: Business' followed by an explanation), which likely violates the scorer's expected format of a bare label. The reasoning is correct, but the extraction fails because the answer is not presented as a standalone label. | 0.8 | llm_judge | deepseek-v4-flash | 0.000724 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 109 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses a corporate settlement with the SEC regarding disclosure rules and shareholder information—matters of financial regulation and corporate compliance rather than a technology product or scientific breakthrough. | 40 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The model output includes the label 'Business' but wraps it in a sentence with explanatory text, and the scorer likely expects only the bare label. The trace shows the correct reasoning and label, but the extraction fails because the answer is not in the expected format, leading to a false negative. | 0.9 | llm_judge | deepseek-v4-flash | 0.000719 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 112 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on a corporate acquisition (M&A activity) and regulatory approval, which are core business matters. While it involves manufacturing and electronics companies, the article is primarily about the business deal itself rather than a specific technology product or breakthrough. | 56 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes Sci/Tech classification for any article mentioning a tech product or device, even when the primary focus is a business deal. This causes the model to misclassify the Flextronics acquisition as Business, whereas the gold label is World (likely because the artic... | 0.85 | llm_judge | deepseek-v4-flash | 0.000777 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 126 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article discusses an athlete (Socrates, a football/soccer player) making his debut for a team, which is a sporting event. | 36 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | null | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes tech products/devices, causing the model to misclassify a sports article about a football player's debut as Sports, but the gold label is World. The added rule about tech products is too rigid and doesn't generalize to this case, where the article is about a s... | 0.7 | llm_judge | deepseek-v4-flash | 0.000778 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 128 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article covers athletic competition at the Olympics, focusing on specific athletes (Richard Faulds and Stephen Parry) competing for Great Britain, which falls clearly under sports coverage. | 44 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that tech products should always be classified as Sci/Tech, even when framed as business deals. This over-specification causes the model to misclassify a sports article about the Olympics as Sports (which is correct), but the trace shows the model's reasoning is overly focuse... | 0.8 | llm_judge | deepseek-v4-flash | 0.000777 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 129 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
This article discusses Mac OS X security features and compares the operating system to Windows, which are technology products. Even though it includes a quote from a Wall Street Journal columnist, the core subject matter is about computer technology and software security rather than business/market tre... | 63 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that any article discussing a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a business-related article about a Wall Street Journal columnist's opinion on Macs as Sci/Tech, whereas ... | 0.85 | llm_judge | deepseek-v4-flash | 0.000769 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 131 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article discusses a trade dispute involving cattle exports, which is a commercial/economic matter between countries rather than a technology product, scientific breakthrough, athletic competition, or geopolitical/diplomatic issue in the traditional sense. It focuses on agricultural trade policy an... | 65 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article discussing a tech product or device must be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a trade dispute about cattle exports as Business (which is correct) but the trace shows the model ov... | 0.7 | llm_judge | deepseek-v4-flash | 0.000801 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 132 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
This article discusses internet usage patterns and user behavior related to web technology, making it a technology-focused piece rather than business, world news, or sports. | 41 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as business or market news. This over-specification causes the model to over-apply the Sci/Tech label to articles that are more appropriately Business or World, leading to mi... | 0.8 | llm_judge | deepseek-v4-flash | 0.000785 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 136 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Sci/Tech**
This article discusses Sun Microsystems' financial results, but the focus is on their server products and technology business performance. Since the article centers on a tech company's product sales (servers) rather than broader financial market trends or corporate strategy, it falls under Sci/Tech. | 66 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes tech products/devices, causing the model to classify a business earnings report about a tech company as Sci/Tech. This rule overfits to validation examples where tech products were the focus, but breaks on test articles where the primary topic is financial per... | 0.9 | llm_judge | deepseek-v4-flash | 0.000735 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 141 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sports
This article describes a basketball game between the U.S. men's team and Spain, including game score and progress, which is clearly an athletic competition. | 38 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes tech products/devices, causing the model to misclassify a sports article as Sci/Tech because it mentions a 'device' (the basketball game is not a tech product, but the guideline's broad phrasing may have influenced the model's reasoning). The trace shows the m... | 0.7 | llm_judge | deepseek-v4-flash | 0.000842 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 146 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on Halliburton's financial performance (quarterly loss), charges from discontinued operations, and legal settlements—all core business/financial matters rather than a technology product or scientific breakthrough. | 47 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification likely causes misclassifications on articles like the Halliburton one, where the model over-applies the rule and incorrectly label... | 0.8 | llm_judge | deepseek-v4-flash | 0.000749 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 149 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
**Reasoning:** This article discusses Google as a technology company and compares it to Netscape in the context of competition with Microsoft. It's fundamentally about technology companies and their market positioning, making it a Sci/Tech classification rather than Business, despite the competitive/ma... | 69 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that overrides the baseline's simple label mapping: 'When an article discusses a tech product or device (even if framed as a business deal or market move), classify as Sci/Tech.' This rule is too broad and causes the model to classify many business-related tech articles as Sci/Tech... | 0.85 | llm_judge | deepseek-v4-flash | 0.000825 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 152 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Business
This article discusses employment data, unemployment rates, job creation statistics, and includes commentary from a financial institution (Wachovia Corp). These are economic and labor market indicators that fall under business/financial reporting. | 47 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that tech products should be classified as Sci/Tech even in business contexts, which overfits to validation examples and causes misclassification of business-related articles. The trace shows the model correctly identifies the article as business-related but the added rule likely b... | 0.7 | llm_judge | deepseek-v4-flash | 0.000742 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 153 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Topic: Business**
This article discusses a major merger and acquisition (M&A) between two brewing companies, with shareholder approval and deal valuation being the key focus. While it involves corporate entities, the primary news is the business transaction itself, not a technology product or innovation. | 62 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a business merger article as Business (which is correct) but the added rule likely leads to errors... | 0.7 | llm_judge | deepseek-v4-flash | 0.000777 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 154 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: World
**Reasoning:** While this article mentions tech companies (Infosys) and involves business leaders, the primary focus is on geopolitical relations and diplomatic statements between India and Russia regarding technology development cooperation. The core subject matter is international politics and geopoliti... | 84 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device must be classified as Sci/Tech, even if the primary focus is geopolitical. This over-specification causes the model to misclassify the representative trace, which is about India-Russia diplomatic cooperation on technology, ... | 0.85 | llm_judge | deepseek-v4-flash | 0.0008 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 155 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Sci/Tech**
This article discusses a settlement agreement between Sun and Microsoft, two technology companies, regarding legal matters related to their business relationship. While it mentions a corporate filing and settlement, the core subject matter involves technology companies and their contractual dealings, maki... | 68 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a business-related article about a settlement between tech companies as Sci/Tech, whereas the base... | 0.85 | llm_judge | deepseek-v4-flash | 0.000769 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 157 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
**Reasoning:** This article discusses the launch of new features for a multimedia search product (Singingfish). Even though it mentions the corporate entity (AOL/Time Warner), the core subject is a technology product and its new capabilities, which falls under Sci/Tech rather than Business. | 70 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The optimized prompt's added guidelines and examples do not include an explicit output format instruction, and the model's trace includes a '**Reasoning:**' section after the 'Topic:' label. The scorer likely expects only the bare label (e.g., 'Sci/Tech') and fails to extract the answer from the trace, causing a correc... | 0.9 | llm_judge | deepseek-v4-flash | 0.000768 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 161 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Sci/Tech**
This article discusses a new smartphone device (Treo 650) with upgraded hardware specifications, features, and technical improvements. Despite mentioning carrier partnerships and pricing, the focus is on the technology product itself and its capabilities. | 55 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes tech products, instructing to classify any article about a tech device as Sci/Tech even if framed as a business deal. This causes the model to misclassify a business-focused article about a smartphone product launch and carrier partnership as Sci/Tech, whereas... | 0.9 | llm_judge | deepseek-v4-flash | 0.000769 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 166 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Topic: Sci/Tech**
This article discusses Xbox modifications, mod chips, and hardware upgrades - which are technology products and devices. Even though it touches on unauthorized modifications, it's fundamentally about consumer electronics and tech products rather than business deals, sports, or world events. | 62 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article discussing a tech product or device must be classified as Sci/Tech, even if framed as a business deal or market move. This over-specification causes the model to misclassify articles that are primarily about business or world events but mention technology, le... | 0.8 | llm_judge | deepseek-v4-flash | 0.000788 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 167 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: World
This article discusses the First Lady's activities at the White House, which falls under general news about government/political figures and events rather than fitting the other categories. | 39 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device should be classified as Sci/Tech, even if framed as a business deal. This over-specification causes the model to misclassify a business-related article about a company's financial performance (e.g., a tech company's earnings) as... | 0.8 | llm_judge | deepseek-v4-flash | 0.000787 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 168 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on a corporate acquisition deal (Sony acquiring MGM), which is a mergers & acquisitions transaction. While it involves entertainment content, the article is reporting on the financial/corporate transaction itself rather than a technology product or breakthrough. | 56 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device, even if framed as a business deal, must be classified as Sci/Tech. This over-specification causes the model to misclassify a business acquisition of a movie studio as Sci/Tech, even though the article is clearly about a corpora... | 0.9 | llm_judge | deepseek-v4-flash | 0.00077 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 175 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
This article discusses Google's launch of Froogle UK, which is a technology product/service (a shopping search tool). Even though it involves a company announcement, the core subject is a tech product, so it should be classified as Sci/Tech rather than Business. | 65 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | format_break | [
"format_break"
] | The optimized prompt's added guideline ('When an article discusses a tech product or device... classify as Sci/Tech') causes the model to output a verbose explanation after the label, breaking the expected bare-label format. The scorer likely fails to extract the label from the trace, leading to a false negative despit... | 0.8 | llm_judge | deepseek-v4-flash | 0.000734 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 183 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Sci/Tech
**Reasoning:** Although this article involves a product recall (which could be framed as a business/corporate issue), it is fundamentally about a consumer electronics device and its peripherals. The focus is on the technology product itself (notebook power adaptors) and a safety issue with the gadget, ... | 102 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article about a tech product or device should be classified as Sci/Tech, even if framed as a business or corporate matter. This over-specification causes the model to misclassify a product recall (a business/corporate event) as Sci/Tech, whereas the baseline's simple... | 0.9 | llm_judge | deepseek-v4-flash | 0.000783 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 187 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on corporate earnings results and financial performance (Q3 earnings increase), along with forward guidance for the full year—both core business metrics rather than a technology product or scientific breakthrough. | 46 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device must be classified as Sci/Tech, even if the article is primarily about business or financial news. This over-specification causes the model to misclassify articles like the Lowe's earnings report, which is clearly a busines... | 0.8 | llm_judge | deepseek-v4-flash | 0.000818 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 190 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | Topic: Business
This article focuses on corporate litigation and legal action against a pharmaceutical company (Merck) regarding a drug product. While it involves lawsuits, the core subject matter is a business/corporate issue—specifically legal liability and potential financial consequences for a major corporation. T... | 75 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a guideline that over-prioritizes classifying tech-product-related articles as Sci/Tech, even when the article is framed as a business deal or market move. This causes the model to misclassify a legal/corporate article about Vioxx as Business (which is correct) but the trace shows the model's ... | 0.7 | llm_judge | deepseek-v4-flash | 0.000808 | null |
cell_gepa_ag_news_haiku45_seed46_1785573001 | cell_gepa_ag_news_haiku45_seed46 | 194 | ag_news | claude-haiku-4-5-20251001 | claude-haiku-4-5-20251001 | gepa | 46 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Guidelines:
- World: international politics, diplomacy, geopolitics, global events
- Sports: athletic competitions, teams, players, game results
- Business: corporate earnings, market trends, M&A, financial policy, corporate leadership
- Sci/Te... | **Topic: Business**
This article discusses a businessman's investment strategy involving unit trusts and Berkshire Hathaway shares—matters of corporate finance, investment products, and market accessibility. While it mentions Warren Buffett and a company (Berkshire Hathaway), the focus is on financial strategy and inv... | 80 | false | d1b | null | 0.771 | 0.023292 | 0.705 | 2.833636 | over_specification | [
"over_specification"
] | The optimized prompt adds a rigid guideline that any article mentioning a tech product or device must be classified as Sci/Tech, even if the article's primary focus is business or finance. This over-specification causes the model to misclassify articles like the representative trace, where a business/investment story i... | 0.9 | llm_judge | deepseek-v4-flash | 0.00079 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 1 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Article: Prosecutor Explains Why Spammer Sent to Slammer
Topic: Business
This article appears to be about a legal case involving spam, which could have implications for business practices and regulations. Therefore, it fits best under the Business category. | 50 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 23 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
While this article primarily deals with electoral politics, it also touches on the business aspect of elections and voter registration, which is managed by elections officials and can have implications for political campaigns and outcomes. Therefore, it can be classified under Business, as it involves ... | 76 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 26 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 30 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 33 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 35 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Article: Help wanted by IT services firms The growing services industry is hiring, but tech workers looking for a job may need to do more than brush up on their coding.
Topic: Business | 38 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 47 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses a business decision by Microsoft regarding the release of an update for its software, which falls under the Business category. | 30 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 54 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses a commercial application of technology (wireless public transport fares) involving a major corporation (Nokia). Therefore, it fits best under the Business category. | 38 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 58 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World
This article discusses environmental concerns on a global scale, which falls under the category of World news. | 24 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 59 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 61 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses concerns about the security of electronic voting systems, which involves business and political interests, particularly regarding companies like Diebold that manufacture voting machines. Therefore, it fits best under the Business category. | 45 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 63 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses a business announcement from a software company about a pilot program for a specific version of an operating system in a particular country. Therefore, it falls under the Business category. | 41 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 68 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 69 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Entertainment
This article appears to be about entertainment news, specifically focusing on Britney Spears and her fiancé Kevin Federline's involvement in her music video. While it could potentially touch on personal or celebrity news, it does not fit neatly into the other categories provided (World, Sports, Bu... | 67 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 75 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article seems to be discussing a competitive aspect in the business software market, specifically focusing on database management systems. While it mentions SQL, which is related to technology, the context appears to be about market competition and business strategies, making it more appropriate t... | 59 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 77 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Article: Red Hat Buys Netscape Enterprise Suite Technologies
Topic: Business | 16 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 79 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 83 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 84 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World
This article discusses scientific efforts to better predict volcanic activity, which has global implications and involves international scientific cooperation. Therefore, it fits best under the World category. | 36 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 85 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses the views of a prominent business figure (Bill Gates) regarding technology markets in China and India, which relates to business and economic strategies. | 35 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 87 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World
This article appears to be about a speech or event focusing on East Asian cooperation in the context of Information Technology. Such topics often fall under the World category as they involve international relations and cooperation among countries. | 45 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 99 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Article: Producer sues for Rings profits Hollywood producer Saul Zaentz sues the producers of The Lord of the Rings for \$20m in royalties.
Topic: Business | 36 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 100 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World
This article focuses on the life and legacy of Gordon Cooper Jr., an astronaut who played a significant role in early space exploration. Such news about historical figures and their contributions to significant events or fields like space exploration typically falls under the World news category. | 54 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 101 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 107 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 110 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses a new service offering from a telecommunications company, which falls under the Business category as it relates to a commercial service and technological advancement in the telecommunications industry. | 38 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 113 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 118 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses cyber security audits of federal agencies, which falls under the category of business, as it relates to the performance and security of government operations and potentially the economic implications of cyber security measures. | 44 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 119 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 120 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 124 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 129 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 130 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: World | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 134 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Fashion or Style
Given the context of the article, it seems to be discussing a makeover of the traditional toile pattern in fashion or design. Since this doesn't clearly fit into the categories of World, Sports, Business, or Sci/Tech, "Fashion or Style" would be the most appropriate classification. | 64 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 135 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 136 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Sports
This article seems to be discussing the performance of movies during the summer box office season, which falls under the category of Entertainment. However, since the options provided are World, Sports, Business, and Sci/Tech, and there's no specific Entertainment category, the closest fit among the give... | 132 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 142 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 143 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 147 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article could also potentially fit into the World category as it involves a specific government initiative in India, but since it primarily discusses an effort to improve digital infrastructure and access, which often relates to economic and business development, it is best categorized under Busin... | 55 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 148 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 151 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article discusses a competitive move in the tech and search engine market, which falls under the Business category. | 26 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 153 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business
This article appears to be about political figures (President Bush and Senator Kerry) engaging in a debate, which is more aligned with political and business news, especially in the context of an election year, as it involves political strategies and impacts on the business environment. However, if thi... | 118 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 154 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
cell_gepa_ag_news_qwen25_7b_seed43_1784252377 | cell_gepa_ag_news_qwen25_7b_seed43 | 158 | ag_news | Qwen/Qwen2.5-7B-Instruct-Turbo | Qwen/Qwen2.5-7B-Instruct-Turbo | gepa | 43 | null | Classify each news article into one of: World, Sports, Business, Sci/Tech.
Article: Diplomats meet at UN to discuss climate policy.
Topic: World
Article: Lakers beat Celtics in overtime thriller.
Topic: Sports
Article: Federal Reserve hints at interest rate hike next quarter.
Topic: Business
Article: New AI model clai... | Topic: Business | 4 | false | d1b | null | 0.767 | 0.021389 | 0.74 | 1.262316 | trivial_restatement | [
"trivial_restatement"
] | Deterministic detector: similarity 1.0000 to baseline, 1.0000 to seed; matched against baseline; byte_identical=True. | 1 | deterministic | null | 0 | null |
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