Datasets:
Tasks:
Question Answering
Sub-tasks:
multiple-choice-qa
Languages:
English
Size:
1K<n<10K
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License:
File size: 386,268 Bytes
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"metadata": {
"version": "1.0",
"created_at": "2026-02-25T21:32:44.554461",
"data_source": "user_posts_60k_anonymized.json",
"total_posts": 698858,
"total_questions": 100,
"data_usage_summary": {
"tracking_file": "data/intermediate/data_usage_tracking.json",
"usage_stats": {},
"usage_report": "================================================================================\n数据使用统计报告\n================================================================================\n\n[全局统计]\n 总任务数: 8\n 总任务运行次数: 46\n 总posts使用: 10522\n 总authors使用: 1969\n\n[按任务统计]\n\n WSW_T1_DIRECT:\n 运行次数: 13\n 时间: 2026-02-22T22:37:21.828467\n Posts: 200\n Authors: 142\n\n WDWS_T1_DIRECT:\n 运行次数: 3\n 时间: 2026-02-22T10:12:10.248272\n Posts: 200\n Authors: 139\n\n WSW_T2_ENTITY:\n 运行次数: 6\n 时间: 2026-02-24T21:57:12.177646\n Posts: 200\n Authors: 41\n\n WSW_T1_TEMPORAL:\n 运行次数: 3\n 时间: 2026-02-24T16:01:09.286583\n Posts: 100\n Authors: 84\n\n WDWS_T3_TEMPORAL:\n 运行次数: 6\n 时间: 2026-02-25T21:32:44.537902\n Posts: 49\n Authors: 48\n\n WSW_T3_ASSOCIATION:\n 运行次数: 4\n 时间: 2026-02-25T18:41:38.025376\n Posts: 100\n Authors: 53\n\n WDWS_T2_ENTITY:\n 运行次数: 7\n 时间: 2026-02-25T20:27:30.847997\n Posts: 200\n Authors: 186\n\n WDWS_T6_COLLABORATIVE:\n 运行次数: 4\n 时间: 2026-02-25T20:33:19.712960\n Posts: 73\n Authors: 68\n\n[重要Authors (Top 10)]\n 2180738d@mastodon.art: 1.00 (statements: 5, tasks: 3)\n f2b45924@social.tchncs.de: 1.00 (statements: 3, tasks: 3)\n 23b9e9f8@mastodon.org.uk: 1.00 (statements: 4, tasks: 4)\n 9d31d35d@mastodon.social: 1.00 (statements: 7, tasks: 4)\n 28e2bf8f@mastodon.art: 1.00 (statements: 17, tasks: 2)\n 695d9f42@infosec.exchange: 0.99 (statements: 9, tasks: 4)\n 216e1c92@wandering.shop: 0.99 (statements: 9, tasks: 5)\n 75be302c@fosstodon.org: 0.99 (statements: 15, tasks: 1)\n dfc04b00@mathstodon.xyz: 0.99 (statements: 3, tasks: 2)\n d5ff9fe2@infosec.exchange: 0.99 (statements: 18, tasks: 4)\n\n[数据重叠分析]\n 总unique posts: 10522\n WSW_T1_DIRECT ∩ WDWS_T1_DIRECT: 9 posts (0.1%)\n WSW_T1_DIRECT ∩ WSW_T2_ENTITY: 1 posts (0.0%)\n WSW_T1_DIRECT ∩ WSW_T1_TEMPORAL: 0 posts (0.0%)\n WSW_T1_DIRECT ∩ WDWS_T3_TEMPORAL: 0 posts (0.0%)\n WSW_T1_DIRECT ∩ WSW_T3_ASSOCIATION: 1 posts (0.0%)\n WSW_T1_DIRECT ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WSW_T1_DIRECT ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WSW_T2_ENTITY: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WSW_T1_TEMPORAL: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WDWS_T3_TEMPORAL: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WSW_T3_ASSOCIATION: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WDWS_T1_DIRECT ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WSW_T2_ENTITY ∩ WSW_T1_TEMPORAL: 0 posts (0.0%)\n WSW_T2_ENTITY ∩ WDWS_T3_TEMPORAL: 0 posts (0.0%)\n WSW_T2_ENTITY ∩ WSW_T3_ASSOCIATION: 0 posts (0.0%)\n WSW_T2_ENTITY ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WSW_T2_ENTITY ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WSW_T1_TEMPORAL ∩ WDWS_T3_TEMPORAL: 0 posts (0.0%)\n WSW_T1_TEMPORAL ∩ WSW_T3_ASSOCIATION: 0 posts (0.0%)\n WSW_T1_TEMPORAL ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WSW_T1_TEMPORAL ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WDWS_T3_TEMPORAL ∩ WSW_T3_ASSOCIATION: 0 posts (0.0%)\n WDWS_T3_TEMPORAL ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WDWS_T3_TEMPORAL ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WSW_T3_ASSOCIATION ∩ WDWS_T2_ENTITY: 0 posts (0.0%)\n WSW_T3_ASSOCIATION ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n WDWS_T2_ENTITY ∩ WDWS_T6_COLLABORATIVE: 0 posts (0.0%)\n\n================================================================================"
},
"cleaning": {
"cleaned_at": "2026-02-26T02:42:37.363067Z",
"source_file": "data/output/type24_49_25.json",
"summary": {
"WDWS_T3_TEMPORAL": {
"before": 49,
"after": 49,
"rejected": 0
}
},
"rejected_total": 0
},
"merge": {
"source_files": [
"data/output/clean/type24_49_25_clean.json",
"data/output/clean/type24_100_24_clean.json"
],
"task_id": "WDWS_T3_TEMPORAL",
"duplicates_dropped": 0,
"target_count": 100
},
"question_id_rekeyed": true,
"posthoc_distractor_rewrite": {
"task_id": "WDWS_T3_TEMPORAL",
"model": "google/gemini-2.5-flash",
"strict": true,
"retries": 3,
"temperature": 0.2,
"updated_at": "2026-02-27T12:56:08.012407+00:00",
"stats": {
"questions": 100,
"distractors_total": 300,
"rewritten_llm": 13,
"rewritten_fallback": 0,
"kept_original": 4,
"llm_failures": 0,
"skipped_clean": 285
}
}
},
"tasks": {
"WDWS_T3_TEMPORAL": [
{
"question_id": "WDWS_T3_TEMPORAL_0500a5986b4b7ac4",
"task_id": "WDWS_T3_TEMPORAL",
"question": "During 2023-11-11 to 2023-11-18 (7 days), 42de7661@tech.lgbt said about 'Chicago': '___'?",
"options": {
"A": "A boat in Chicago is tooting more than the speaker.",
"B": "The slot containing Chicago had 42 mass shooting incidents between January 1st and November 7th 2023.",
"C": "Hopefully Chicago's architecture is not missing any bolts.",
"D": "Chicago pizza was consumed while waiting for a train from BlueTeamCon."
},
"answer": "B",
"answer_text": "The slot containing Chicago had 42 mass shooting incidents between January 1st and November 7th 2023.",
"answer_path": {
"author": "42de7661@tech.lgbt",
"entity": "Chicago",
"post_id": "42de7661@tech.lgbt#18",
"original_statement": "The worst area was the slot containing Chicago, with 42 incidents.",
"reconstructed_statement": "The slot containing Chicago had 42 mass shooting incidents between January 1st and November 7th 2023.",
"hop_count": 4,
"time_period": "2023-11-11 to 2023-11-18 (7 days)",
"start_date": "2023-11-11T09:15:29.550000+00:00",
"end_date": "2023-11-18T09:15:29.550000+00:00",
"window_days": 7
},
"metadata": {
"question_id": "WDWS_T3_TEMPORAL_0500a5986b4b7ac4",
"task_id": "WDWS_T3_TEMPORAL",
"author": "42de7661@tech.lgbt",
"entity": "Chicago",
"entity_category": "location",
"post_id": "42de7661@tech.lgbt#18",
"start_date": "2023-11-11T09:15:29.550000+00:00",
"end_date": "2023-11-18T09:15:29.550000+00:00",
"window_days": 7,
"time_period": "2023-11-11 to 2023-11-18 (7 days)",
"original_statement": "The worst area was the slot containing Chicago, with 42 incidents.",
"statement_quality": 0.97,
"reconstruction_quality": 1.0,
"distractor_count": 3,
"distractor_validation": {
"method": "semantic_similarity",
"threshold": 0.7,
"embedding_model": "local",
"results": [
{
"statement": "Some good Chicago pizza while waiting for my train...",
"author": "30a99f0e@infosec.exchange",
"max_similarity": 0.12633136094674557,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
{
"statement": "Hopefully they arent missing any bolts#blueteamcon...",
"author": "30a99f0e@infosec.exchange",
"max_similarity": 0.08575401069518715,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
{
"statement": "This boat is tooting more than me lol#BlueTeamCon ...",
"author": "30a99f0e@infosec.exchange",
"max_similarity": 0.10504680504680504,
"is_valid": true,
"method": "entity_match_lexical_fallback"
}
]
},
"posthoc_distractor_rewrite": {
"enabled": true,
"strict": true,
"model": "google/gemini-2.5-flash",
"rewritten_at": "2026-02-27T12:55:49.934786+00:00"
}
},
"difficulty": {
"level": "medium",
"score": 0.5256522983349099,
"metrics": {
"statement_length": 16,
"reconstruction_quality": 1.0,
"statement_quality": 0.97,
"distractor_quality": 0.15101532223273229
}
}
},
{
"question_id": "WDWS_T3_TEMPORAL_94edabe3a46f2408",
"task_id": "WDWS_T3_TEMPORAL",
"question": "During 2024-05-28 to 2024-06-04 (7 days), 54755944@mastodon.gamedev.place said about 'Playstation': '___'?",
"options": {
"A": "There is a Playstation announcement today.",
"B": "Playstation is associated with Helldivers 2, Sony, PSN, and Arrowhead.",
"C": "Playstation is not using the hid-playstation driver.",
"D": "Music 2000 is available on the PlayStation 1 in the Hackerspace."
},
"answer": "A",
"answer_text": "There is a Playstation announcement today.",
"answer_path": {
"author": "54755944@mastodon.gamedev.place",
"entity": "Playstation",
"post_id": "54755944@mastodon.gamedev.place#13",
"original_statement": "there's a Playstation announcement today.",
"reconstructed_statement": "There is a Playstation announcement today.",
"hop_count": 4,
"time_period": "2024-05-28 to 2024-06-04 (7 days)",
"start_date": "2024-05-28T07:15:29.550000+00:00",
"end_date": "2024-06-04T07:15:29.550000+00:00",
"window_days": 7
},
"metadata": {
"question_id": "WDWS_T3_TEMPORAL_94edabe3a46f2408",
"task_id": "WDWS_T3_TEMPORAL",
"author": "54755944@mastodon.gamedev.place",
"entity": "Playstation",
"entity_category": "product",
"post_id": "54755944@mastodon.gamedev.place#13",
"start_date": "2024-05-28T07:15:29.550000+00:00",
"end_date": "2024-06-04T07:15:29.550000+00:00",
"window_days": 7,
"time_period": "2024-05-28 to 2024-06-04 (7 days)",
"original_statement": "there's a Playstation announcement today.",
"statement_quality": 0.97,
"reconstruction_quality": 1.0,
"distractor_count": 3,
"distractor_validation": {
"method": "semantic_similarity",
"threshold": 0.7,
"embedding_model": "local",
"results": [
{
"statement": "#Helldivers2 #Sony #PSN #Playstation #Arrowhead...",
"author": "54755944@mastodon.gamedev.place",
"max_similarity": 0.22505617977528092,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
{
"statement": "Music 2000 auf der PlayStation 1 im Hackerspace....",
"author": "ee70d6ef@chaos.social",
"max_similarity": 0.1805128205128205,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
{
"statement": "It does not appear to be using the hid-playstation...",
"author": "10917694@mastodon.social",
"max_similarity": 0.15546218487394955,
"is_valid": true,
"method": "entity_match_lexical_fallback"
}
]
},
"posthoc_distractor_rewrite": {
"enabled": true,
"strict": true,
"model": "google/gemini-2.5-flash",
"rewritten_at": "2026-02-27T12:55:49.935141+00:00"
}
},
"difficulty": {
"level": "medium",
"score": 0.44307365608300364,
"metrics": {
"statement_length": 6,
"reconstruction_quality": 1.0,
"statement_quality": 0.97,
"distractor_quality": 0.2671577072200243
}
}
},
{
"question_id": "WDWS_T3_TEMPORAL_88bbb9ccac6a171f",
"task_id": "WDWS_T3_TEMPORAL",
"question": "During 2024-02-15 to 2024-02-18 (3 days), ef8fbea2@baraag.net said about 'Alastor': '___'?",
"options": {
"A": "Alastor is a character from Hazbin Hotel, featured in a sketch.",
"B": "Alastor is a character from Hazbin Hotel.",
"C": "Alastor is hit by a shota beam.",
"D": "Alastor is a character associated with Hazbin Hotel."
},
"answer": "D",
"answer_text": "Alastor is a character associated with Hazbin Hotel.",
"answer_path": {
"author": "ef8fbea2@baraag.net",
"entity": "Alastor",
"post_id": "ef8fbea2@baraag.net#7",
"original_statement": "Alastor is from Hazbin Hotel.",
"reconstructed_statement": "Alastor is a character associated with Hazbin Hotel.",
"hop_count": 4,
"time_period": "2024-02-15 to 2024-02-18 (3 days)",
"start_date": "2024-02-15T01:15:29.550000+00:00",
"end_date": "2024-02-18T01:15:29.550000+00:00",
"window_days": 3
},
"metadata": {
"question_id": "WDWS_T3_TEMPORAL_88bbb9ccac6a171f",
"task_id": "WDWS_T3_TEMPORAL",
"author": "ef8fbea2@baraag.net",
"entity": "Alastor",
"entity_category": "fictional character",
"post_id": "ef8fbea2@baraag.net#7",
"start_date": "2024-02-15T01:15:29.550000+00:00",
"end_date": "2024-02-18T01:15:29.550000+00:00",
"window_days": 3,
"time_period": "2024-02-15 to 2024-02-18 (3 days)",
"original_statement": "Alastor is from Hazbin Hotel.",
"statement_quality": 1.0,
"reconstruction_quality": 1.0,
"distractor_count": 3,
"distractor_validation": {
"method": "semantic_similarity",
"threshold": 0.7,
"embedding_model": "local",
"results": [
{
"statement": "Hazbin doodles #hazbinhotel #MastoArt #art #sketch...",
"author": "d83d6ec5@mastodon.art",
"max_similarity": 0.6826992034912109,
"is_valid": true
},
{
"statement": "hits alastor with my shota beam#shota #shotacon #a...",
"author": "acd867a1@baraag.net",
"max_similarity": 0.6960107088088989,
"is_valid": true
},
{
"statement": "Forgot post thisFollow me in my new Twitter/x :) #...",
"author": "528eb0bc@baraag.net",
"max_similarity": 0.7069337368011475,
"is_valid": true
}
]
},
"posthoc_distractor_rewrite": {
"enabled": true,
"strict": true,
"model": "google/gemini-2.5-flash",
"rewritten_at": "2026-02-27T12:55:49.935240+00:00"
}
},
"difficulty": {
"level": "medium",
"score": 0.5489745463643756,
"metrics": {
"statement_length": 8,
"reconstruction_quality": 1.0,
"statement_quality": 1.0,
"distractor_quality": 0.9931636424291702
}
}
},
{
"question_id": "WDWS_T3_TEMPORAL_16b6d3ecbcc6c63c",
"task_id": "WDWS_T3_TEMPORAL",
"question": "During 2020-02-12 to 2020-02-19 (7 days), dcf1a9f3@masto.donte.com.br said about 'Bisexual Pride': '___'?",
"options": {
"A": "Bisexual Pride is celebrated during Pride Month.",
"B": "Bisexual Pride is celebrated at Blackpool Pride.",
"C": "Bisexual Pride is associated with the and hashtags.",
"D": "The post describes a mashup of World (2004) and Bisexual Pride resulting in Bisexual World."
},
"answer": "D",
"answer_text": "The post describes a mashup of World (2004) and Bisexual Pride resulting in Bisexual World.",
"answer_path": {
"author": "dcf1a9f3@masto.donte.com.br",
"entity": "Bisexual Pride",
"post_id": "dcf1a9f3@masto.donte.com.br#3",
"original_statement": "Special edition World (2004)+Bisexual Pride=Bisexual World:",
"reconstructed_statement": "The post describes a mashup of World (2004) and Bisexual Pride resulting in Bisexual World.",
"hop_count": 4,
"time_period": "2020-02-12 to 2020-02-19 (7 days)",
"start_date": "2020-02-12T09:15:29.550000+00:00",
"end_date": "2020-02-19T09:15:29.550000+00:00",
"window_days": 7
},
"metadata": {
"question_id": "WDWS_T3_TEMPORAL_16b6d3ecbcc6c63c",
"task_id": "WDWS_T3_TEMPORAL",
"author": "dcf1a9f3@masto.donte.com.br",
"entity": "Bisexual Pride",
"entity_category": "concept",
"post_id": "dcf1a9f3@masto.donte.com.br#3",
"start_date": "2020-02-12T09:15:29.550000+00:00",
"end_date": "2020-02-19T09:15:29.550000+00:00",
"window_days": 7,
"time_period": "2020-02-12 to 2020-02-19 (7 days)",
"original_statement": "Special edition World (2004)+Bisexual Pride=Bisexual World:",
"statement_quality": 0.93,
"reconstruction_quality": 1.0,
"distractor_count": 3,
"distractor_validation": {
"method": "semantic_similarity",
"threshold": 0.7,
"embedding_model": "local",
"results": [
{
"statement": "My mum and I went to Blackpool Pride today....",
"author": "b9d01a79@wandering.shop",
"max_similarity": 0.16402985074626864,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
{
"statement": "#pride #pridemonth #bisexual #aromantic #wapayi #c...",
"author": "5842bf54@baraag.net",
"max_similarity": 0.13853135313531353,
"is_valid": true,
"method": "entity_match_lexical_fallback"
},
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"difficulty_distribution": {
"easy": 0,
"medium": 98,
"hard": 2
}
}
}
} |