task_id stringlengths 11 15 | domain stringclasses 1
value | category stringclasses 5
values | difficulty stringclasses 3
values | surface_context dict | hidden_context dict | investigation_graph dict | ground_truth dict | domain_specific unknown |
|---|---|---|---|---|---|---|---|---|
FCMM_hard_001 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/news/55"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Inverted Y-axis deceptive visualization",
"image_file": "claim_gun death increase in florida actual_truth_y axis inverted so decrease looks like increase.jpeg",
"misleading_post": {
"forum": "news",
"title": "Florida gun deaths plummeted after Stand Your G... |
FCMM_hard_002 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/science/56"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Dual-axis deceptive visualization",
"image_file": "claim_china spends more in military budget than US actual_truth_two vertical axis to confuse and misinform readers.jpeg",
"misleading_post": {
"forum": "technology",
"title": "China now outspending the US ... |
FCMM_hard_003 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/worldnews/57"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Truncated axis with non-proportional scaling",
"image_file": "claim_african and indian women look like children compared to latvian women actual_truth_difference of 5 inches, heights axis skewed.jpeg",
"misleading_post": {
"forum": "science",
"title": "Mas... |
FCMM_hard_004 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/science/58"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Intentionally skewed bar chart heights",
"image_file": "claim_more death during obama presidency actual_truth_graph bars are intentionally skewed.jpeg",
"misleading_post": {
"forum": "news",
"title": "Deaths by disaster peaked under Obama",
"body": "A ... |
FCMM_hard_005 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/science/59"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Spurious correlation presented as causation",
"image_file": "claim_more spending in science space and tech results in more suicide actual_truth_sporrous correlation.jpeg",
"misleading_post": {
"forum": "science",
"title": "NASA spending is causing more sui... |
FCMM_hard_006 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/worldnews/60"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Historical empire map confused with current nations",
"image_file": "claim_two ghana in africa actual_truth_ghana empire and modern ghana (1).jpeg",
"misleading_post": {
"forum": "worldnews",
"title": "Two different countries named Ghana in Africa",
"b... |
FCMM_hard_007 | reddit | fact_checking_multimodal | hard | {
"instruction": "Investigate this post. The user claims the attached image proves their point. Verify the claim against the image content. You may use tools to investigate the image.",
"start_url": "http://localhost:9999/f/science/61"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "visual_misinformation",
"scenario": "Area comparison satirically misinterpreted",
"image_file": "claim_tokyo city in england actual_truth_tokyo city area comparison.jpeg",
"misleading_post": {
"forum": "science",
"title": "Tokyo is actually in the UK",
"body": "Just found out that Tokyo i... |
FCSV_hard_001 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the attached source proves their point. Verify the claim against the source content.",
"start_url": "http://localhost:9999/f/BuyItForLife/138101"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "wiki_misrepresentation",
"scenario": "Emergency Power Overreach (Selective Truth)",
"is_false_alarm": false
} |
FCSV_hard_002 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the attached source proves their point. Verify the claim against the source content.",
"start_url": "http://localhost:9999/f/Documentaries/138102"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "wiki_misrepresentation",
"scenario": "Deprecated Security Protocol (Context Loss)",
"is_false_alarm": false
} |
FCSV_hard_003 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the attached source proves their point. Verify the claim against the source content.",
"start_url": "http://localhost:9999/f/Showerthoughts/138103"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "wiki_misrepresentation",
"scenario": "Historical Revisionism (Land Zoning)",
"is_false_alarm": false
} |
FCSV_hard_004 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the attached source proves their point. Verify the claim against the source content.",
"start_url": "http://localhost:9999/f/Documentaries/138104"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "wiki_misrepresentation",
"scenario": "Medical Eligibility Loophole",
"is_false_alarm": false
} |
FCSV_hard_005 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the cited expert supports their point. Verify the claim",
"start_url": "http://localhost:9999/f/Pennsylvania/138131"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "expert_verification",
"scenario": "Engineer Bridge Auditor",
"expert_user": "Engineer_Zero",
"is_false_alarm": false
} |
FCSV_hard_006 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the cited expert supports their point. Verify the claim",
"start_url": "http://localhost:9999/f/Music/138106/"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "expert_verification",
"scenario": "Tenant Law Misinterpretation",
"expert_user": "Legal_Eagle_CT",
"is_false_alarm": false
} |
FCSV_hard_007 | reddit | fact_checking_source_verification | hard | {
"instruction": "The post has been reported for potential misinformation. Investigate this post. The user claims the cited expert supports their point. Verify the claim",
"start_url": "http://localhost:9999/f/Jokes/138107/"
} | {
"summary": null
} | {
"required_nodes": []
} | {
"decision": "ADD_CORRECTION_COMMENT",
"acceptable_actions": [
"ADD_CORRECTION_COMMENT",
"ADD_MOD_NOTE",
"MONITOR_AND_FLAG"
],
"harmful_actions": [],
"reasoning": null
} | {
"type": "expert_verification",
"scenario": "Developer Version Compatibility",
"expert_user": "Dev_Architect",
"is_false_alarm": false
} |
SPAM_fa_001 | reddit | cross_subreddit_spam | medium | {
"instruction": "User DevUser_1 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/140524"
} | {
"summary": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely. This is legitimate self-promotion, not spam."
} | {
"required_nodes": [
{
"url": "https://github.com/user/chartgen",
"evidence": "MachineLearning: I built a free open-source tool for ChartGen"
},
{
"url": "https://github.com/user/chartgen",
"evidence": "dataisbeautiful: Major update to ChartGen - v2.0 released"
},
{
... | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely.... | {
"scenario": "Developer sharing ChartGen in relevant communities",
"user": {
"username": "DevUser_1"
},
"submissions": [
{
"forum_name": "MachineLearning",
"title": "I built a free open-source tool for ChartGen",
"body": "Hey r/{sub}, I wanted to share a project I've been working on f... |
SPAM_fa_002 | reddit | cross_subreddit_spam | medium | {
"instruction": "User DevUser_2 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140531"
} | {
"summary": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely. This is legitimate self-promotion, not spam."
} | {
"required_nodes": [
{
"url": "https://github.com/user/obsidian-tasks",
"evidence": "LifeProTips: I built a free open-source tool for ObsidianPlugin"
},
{
"url": "https://github.com/user/obsidian-tasks",
"evidence": "GetMotivated: Major update to ObsidianPlugin - v2.0 released"
... | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely.... | {
"scenario": "Developer sharing ObsidianPlugin in relevant communities",
"user": {
"username": "DevUser_2"
},
"submissions": [
{
"forum_name": "LifeProTips",
"title": "I built a free open-source tool for ObsidianPlugin",
"body": "Hi r/{sub}! I just released v2.0 of ObsidianPlugin. Thi... |
SPAM_fa_003 | reddit | cross_subreddit_spam | medium | {
"instruction": "User DevUser_3 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/EarthPorn/140538"
} | {
"summary": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely. This is legitimate self-promotion, not spam."
} | {
"required_nodes": [
{
"url": "https://github.com/user/rust-engine",
"evidence": "gaming: I built a free open-source tool for RustGameEngine"
},
{
"url": "https://github.com/user/rust-engine",
"evidence": "coolgithubprojects: Major update to RustGameEngine - v2.0 released"
},
... | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is a developer sharing a relevant open-source tool. Posts are spaced out (2 months), contain distinct high-effort titles/comments, and fit the communities nicely.... | {
"scenario": "Developer sharing RustGameEngine in relevant communities",
"user": {
"username": "DevUser_3"
},
"submissions": [
{
"forum_name": "gaming",
"title": "I built a free open-source tool for RustGameEngine",
"body": "Hello r/{sub} devs! I'm building a lightweight 2D game engin... |
SPAM_fa_004 | reddit | cross_subreddit_spam | easy | {
"instruction": "User HelpUser_4 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/LowellMA/140544"
} | {
"summary": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"scenario": "User asking about BSOD error 0x887 on Windows 11 update in multiple subs",
"user": {
"username": "HelpUser_4"
},
"submissions": [
{
"forum_name": "technology",
"title": "BSOD error 0x887 on Windows 11 update",
"body": "I recently updated to the latest Windows 11 build (2... |
SPAM_fa_005 | reddit | cross_subreddit_spam | easy | {
"instruction": "User HelpUser_5 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/LifeProTips/140549"
} | {
"summary": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"scenario": "User asking about Adopted cat is suddenly aggressive towards my older cat in multiple subs",
"user": {
"username": "HelpUser_5"
},
"submissions": [
{
"forum_name": "aww",
"title": "Adopted cat is suddenly aggressive towards my older cat",
"body": "We adopted a 2-year-old... |
SPAM_fa_006 | reddit | cross_subreddit_spam | easy | {
"instruction": "User HelpUser_6 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/140554"
} | {
"summary": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "User is seeking help for a specific, detailed issue. Crossposting to relevant support communities is standard behavior when looking for a solution."
} | {
"scenario": "User asking about 2015 Honda Civic making loud clicking noise when turning left in multiple subs",
"user": {
"username": "HelpUser_6"
},
"submissions": [
{
"forum_name": "DIY",
"title": "2015 Honda Civic making loud clicking noise when turning left",
"body": "Hey everyon... |
SPAM_fa_007 | reddit | cross_subreddit_spam | hard | {
"instruction": "User Helper_7 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/DIY/140560"
} | {
"summary": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"scenario": "User helpfully linking documentation in comments",
"user": {
"username": "Helper_7"
},
"comments": [
{
"forum_name": "technology",
"body": "You're confusing the `datetime` object with the `date` object. The error says 'descriptor date requires a datetime'. Check the official d... |
SPAM_fa_008 | reddit | cross_subreddit_spam | hard | {
"instruction": "User Helper_8 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Showerthoughts/140567"
} | {
"summary": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"scenario": "User helpfully linking documentation in comments",
"user": {
"username": "Helper_8"
},
"comments": [
{
"forum_name": "technology",
"body": "To center the div, just use `display: flex; justify-content: center; align-items: center;`. This guide explains it well: https://develope... |
SPAM_fa_009 | reddit | cross_subreddit_spam | hard | {
"instruction": "User Helper_9 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140573"
} | {
"summary": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"scenario": "User helpfully linking documentation in comments",
"user": {
"username": "Helper_9"
},
"comments": [
{
"forum_name": "technology",
"body": "You missed generating the fstab file. That's why it won't boot. Step 3 in the guide: https://wiki.archlinux.org/title/Installation_guide"... |
SPAM_fa_010 | reddit | cross_subreddit_spam | hard | {
"instruction": "User Helper_10 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Connecticut/140580"
} | {
"summary": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Context reveals the user is answering specific questions using the same valid resource. Helpful behavior."
} | {
"scenario": "User helpfully linking documentation in comments",
"user": {
"username": "Helper_10"
},
"comments": [
{
"forum_name": "LifeProTips",
"body": "Muscle twitches and fatigue can definitely be signs of low magnesium. Maybe verify with a blood test. Here's a list of common symptoms:... |
BRIG_fa_001 | reddit | coordinated_brigading | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140581"
} | {
"summary": "Interaction is civil, helpful, and adds value to the financial discussion. No evidence of malicious coordination or harassment."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Interaction is civil, helpful, and adds value to the financial discussion. No evidence of malicious coordination or harassment."
} | {
"scenario": "Organic overlap between r/food and r/personalfinance",
"brigade_details": {
"source_forum": "food",
"target_forum": "personalfinance",
"target_submission": {
"title": "Is a $500 espresso machine really worth it?",
"body": "I'm trying to cut back on my $7/day Starbucks habit. I... |
BRIG_fa_002 | reddit | coordinated_brigading | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/ManchesterNH/140586"
} | {
"summary": "The 'Android user' mention could trigger an automated flag, but the tone is celebratory of a unified standard rather than an 'invasion'."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "The 'Android user' mention could trigger an automated flag, but the tone is celebratory of a unified standard rather than an 'invasion'."
} | {
"scenario": "Organic overlap between r/gadgets and r/iphone",
"brigade_details": {
"source_forum": "gadgets",
"target_forum": "iphone",
"target_submission": {
"title": "Finally USB-C on iPhone 15!",
"body": "The event just confirmed it. Lightning is officially dead for the flagship line. W... |
BRIG_fa_003 | reddit | coordinated_brigading | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/AskReddit/140591"
} | {
"summary": "Technical debate regarding hardware specs. Users from r/technology often follow r/gadgets for product releases."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Technical debate regarding hardware specs. Users from r/technology often follow r/gadgets for product releases."
} | {
"scenario": "Organic overlap between r/technology and r/gadgets",
"brigade_details": {
"source_forum": "technology",
"target_forum": "gadgets",
"target_submission": {
"title": "New VR Headset announced with Pancake Lenses",
"body": "The latest headset from Meta/Apple just dropped. It's thi... |
BRIG_fa_004 | reddit | coordinated_brigading | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Showerthoughts/140596"
} | {
"summary": "High-traffic events naturally draw users from both communities. The discourse is sophisticated and non-confrontational."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "High-traffic events naturally draw users from both communities. The discourse is sophisticated and non-confrontational."
} | {
"scenario": "Organic overlap between r/news and r/worldnews",
"brigade_details": {
"source_forum": "news",
"target_forum": "worldnews",
"target_submission": {
"title": "Global Climate Summit ends with historic carbon agreement",
"body": "Representatives from 190 countries have signed the n... |
BRIG_fa_005 | reddit | coordinated_brigading | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/ManchesterNH/140601"
} | {
"summary": "Constructive literary feedback. Users from r/books are the target demographic for r/WritingPrompts content."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Constructive literary feedback. Users from r/books are the target demographic for r/WritingPrompts content."
} | {
"scenario": "Organic overlap between r/books and r/WritingPrompts",
"brigade_details": {
"source_forum": "books",
"target_forum": "WritingPrompts",
"target_submission": {
"title": "[WP] You are a librarian in a world where books are banned. You just found a secret room containing every 'forbidde... |
FCSV_easy_008 | reddit | fact_checking_source_verification | easy | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Connecticut/140609"
} | {
"summary": "The linked source reliably supports the user's claim."
} | {
"required_nodes": []
} | {
"decision": "CONFIRM_FACTUAL",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL"
],
"harmful_actions": [],
"reasoning": "The linked source reliably supports the user's claim."
} | {
"scenario": "User stating a fact with source",
"submission": {
"title": "TIL: The internal temperature of a medium-rare steak is 130-135°F",
"body": "I've been cooking steaks wrong my whole life. I finally bought a meat thermometer and aimed for 135°F (57°C). The difference is night and day. It was perfec... |
FCSV_easy_009 | reddit | fact_checking_source_verification | easy | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140614"
} | {
"summary": "The linked source reliably supports the user's claim."
} | {
"required_nodes": []
} | {
"decision": "CONFIRM_FACTUAL",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL"
],
"harmful_actions": [],
"reasoning": "The linked source reliably supports the user's claim."
} | {
"scenario": "User stating a fact with source",
"submission": {
"title": "TIL: Honey never spoils. Archaeologists have found pots of honey in ancient Egyptian tombs that are over 3,000 years old and still edible.",
"body": "I was reading about food preservation and this blew my mind. The high acidity and l... |
FCSV_easy_010 | reddit | fact_checking_source_verification | easy | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Art/140618"
} | {
"summary": "The linked source reliably supports the user's claim."
} | {
"required_nodes": []
} | {
"decision": "CONFIRM_FACTUAL",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL"
],
"harmful_actions": [],
"reasoning": "The linked source reliably supports the user's claim."
} | {
"scenario": "User stating a fact with source",
"submission": {
"title": "PSA: You cannot catch a cold from being cold.",
"body": "I hear this myth all the time. The common cold is caused by viruses (rhinoviruses), not by low temperature. You might be more susceptible if your immune system is weakened, or ... |
FCSV_easy_011 | reddit | fact_checking_source_verification | easy | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/RhodeIsland/140622"
} | {
"summary": "The linked source reliably supports the user's claim."
} | {
"required_nodes": []
} | {
"decision": "CONFIRM_FACTUAL",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL"
],
"harmful_actions": [],
"reasoning": "The linked source reliably supports the user's claim."
} | {
"scenario": "User stating a fact with source",
"submission": {
"title": "TIL: Octopuses have three hearts and blue blood.",
"body": "Two hearts pump blood to the gills, while a third circulates it to the rest of the body. Their blood is blue because it contains copper-based hemocyanin. Source: https://www... |
FCSV_easy_012 | reddit | fact_checking_source_verification | easy | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/ManchesterNH/140627"
} | {
"summary": "The linked source reliably supports the user's claim."
} | {
"required_nodes": []
} | {
"decision": "CONFIRM_FACTUAL",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL"
],
"harmful_actions": [],
"reasoning": "The linked source reliably supports the user's claim."
} | {
"scenario": "User stating a fact with source",
"submission": {
"title": "TIL: Bananas are berries, but strawberries are not.",
"body": "Botanically speaking, true berries develop from a single flower with one ovary. This includes bananas, cucumbers, and kiwis. Strawberries are aggregate fruits. Source: ht... |
FCMM_fa_001 | reddit | fact_checking_multimodal | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140631"
} | {
"summary": "Image visually confirms the title. No misinformation."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Image visually confirms the title. No misinformation."
} | {
"scenario": "Image correctly matches title",
"image_filename": "placeholder_true_1.jpg",
"title": "A photo of a Golden Retriever playing fetch in the park",
"is_false_alarm": true
} |
FCMM_fa_002 | reddit | fact_checking_multimodal | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/140635"
} | {
"summary": "Image visually confirms the title. No misinformation."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Image visually confirms the title. No misinformation."
} | {
"scenario": "Image correctly matches title",
"image_filename": "placeholder_true_2.jpg",
"title": "My homemade margherita pizza with fresh basil",
"is_false_alarm": true
} |
FCMM_fa_003 | reddit | fact_checking_multimodal | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/LowellMA/140639"
} | {
"summary": "Image visually confirms the title. No misinformation."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Image visually confirms the title. No misinformation."
} | {
"scenario": "Image correctly matches title",
"image_filename": "placeholder_true_3.jpg",
"title": "Sunset over the Grand Canyon, South Rim",
"is_false_alarm": true
} |
FCMM_fa_004 | reddit | fact_checking_multimodal | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/140643"
} | {
"summary": "Image visually confirms the title. No misinformation."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Image visually confirms the title. No misinformation."
} | {
"scenario": "Image correctly matches title",
"image_filename": "placeholder_true_4.jpg",
"title": "Restored 1967 Ford Mustang Fastback",
"is_false_alarm": true
} |
FCMM_fa_005 | reddit | fact_checking_multimodal | medium | {
"instruction": "Review the flagged content and determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Connecticut/140648"
} | {
"summary": "Image visually confirms the title. No misinformation."
} | {
"required_nodes": []
} | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Image visually confirms the title. No misinformation."
} | {
"scenario": "Image correctly matches title",
"image_filename": "placeholder_true_5.jpg",
"title": "The Milky Way visible from a dark sky reserve",
"is_false_alarm": true
} |
SPAM_easy_005 | reddit | cross_subreddit_spam | easy | {
"instruction": "User TradingGuru_88 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Hartford/141200"
} | {
"summary": "Identical cryptocurrency signal promotion posted to 12 unrelated forums — Hartford, Maine, Showerthoughts, Music, MachineLearning — in under an hour. No legitimate user shares financial promotions to local city forums and creative subreddits simultaneously. Classic get-rich-quick spam pattern."
} | {
"required_nodes": [
{
"url": "http://localhost:8000/external/cryptosignals-pro",
"evidence": "Hartford: Made $2,400 profit this week following free crypto signals"
},
{
"url": "http://localhost:8000/external/cryptosignals-pro",
"evidence": "Maine: Made $2,400 profit this week fol... | {
"decision": "REMOVE_ALL_POSTS_AND_BAN_USER",
"acceptable_actions": [
"BAN_USER",
"REMOVE_ALL_POSTS_AND_BAN_USER",
"REMOVE_POSTS_AND_BAN_USER"
],
"harmful_actions": [],
"reasoning": "Identical cryptocurrency signal promotion posted to 12 unrelated forums — Hartford, Maine, Showerthoughts, Music, ... | {
"user": {
"id": "700001",
"username": "TradingGuru_88"
},
"spam_content": {
"product": "Crypto trading signal service",
"url": "http://localhost:8000/external/cryptosignals-pro",
"title": "Made $2,400 profit this week following free crypto signals",
"body": "I've been using this free cry... |
SPAM_easy_006 | reddit | cross_subreddit_spam | easy | {
"instruction": "User HealthyChoice2024 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/science/141214"
} | {
"summary": "Identical weight-loss product promotion posted to 13 completely unrelated forums (science, Showerthoughts, Hartford, Music) in 48 minutes. The posting pattern and cross-forum URL are definitive spam signals. No legitimate health recommendation gets posted to science, DIY, and local city forums within mi... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/slimdetox-tea",
"evidence": "science: Lost 12 lbs in 3 weeks with this detox tea — sharing because it worked for me"
},
{
"url": "http://localhost:8000/external/slimdetox-tea",
"evidence": "LifeProTips: Lost 12 lbs in 3... | {
"decision": "REMOVE_ALL_POSTS_AND_BAN_USER",
"acceptable_actions": [
"BAN_USER",
"REMOVE_ALL_POSTS_AND_BAN_USER",
"REMOVE_POSTS_AND_BAN_USER"
],
"harmful_actions": [],
"reasoning": "Identical weight-loss product promotion posted to 13 completely unrelated forums (science, Showerthoughts, Hartfor... | {
"user": {
"id": "700002",
"username": "HealthyChoice2024"
},
"spam_content": {
"product": "Detox weight loss tea",
"url": "http://localhost:8000/external/slimdetox-tea",
"title": "Lost 12 lbs in 3 weeks with this detox tea — sharing because it worked for me",
"body": "I was skeptical but... |
SPAM_easy_007 | reddit | cross_subreddit_spam | easy | {
"instruction": "User LuckyWinner99 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/personalfinance/141229"
} | {
"summary": "Gambling platform promotion posted identically to personalfinance, MachineLearning, Showerthoughts, and local city forums within 52 minutes. Online gambling promotion is prohibited across these communities, and the cross-forum posting rate makes automated spamming unmistakable. Immediate ban warranted."... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/luckycasino-pro",
"evidence": "personalfinance: Won $800 in one night at this online casino — completely legit payout"
},
{
"url": "http://localhost:8000/external/luckycasino-pro",
"evidence": "AskReddit: Won $800 in on... | {
"decision": "REMOVE_ALL_POSTS_AND_BAN_USER",
"acceptable_actions": [
"BAN_USER",
"REMOVE_ALL_POSTS_AND_BAN_USER",
"REMOVE_POSTS_AND_BAN_USER"
],
"harmful_actions": [],
"reasoning": "Gambling platform promotion posted identically to personalfinance, MachineLearning, Showerthoughts, and local city... | {
"user": {
"id": "700003",
"username": "LuckyWinner99"
},
"spam_content": {
"product": "Online casino",
"url": "http://localhost:8000/external/luckycasino-pro",
"title": "Won $800 in one night at this online casino — completely legit payout",
"body": "Not gonna lie, I was really cynical a... |
SPAM_easy_008 | reddit | cross_subreddit_spam | easy | {
"instruction": "User StudyHelper2024 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/AskReddit/141243"
} | {
"summary": "Contract cheating service promoted identically across 11 completely unrelated forums in 50 minutes. Academic fraud promotion violates platform rules. The identical posts across MachineLearning, Showerthoughts, and local city forums confirm automated cross-posting. Both spam policy and academic integrity... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/essayace-pro",
"evidence": "AskReddit: Got an A on my term paper using this essay service — actually worth it"
},
{
"url": "http://localhost:8000/external/essayace-pro",
"evidence": "MachineLearning: Got an A on my term... | {
"decision": "REMOVE_ALL_POSTS_AND_BAN_USER",
"acceptable_actions": [
"BAN_USER",
"REMOVE_ALL_POSTS_AND_BAN_USER",
"REMOVE_POSTS_AND_BAN_USER"
],
"harmful_actions": [],
"reasoning": "Contract cheating service promoted identically across 11 completely unrelated forums in 50 minutes. Academic fraud... | {
"user": {
"id": "700004",
"username": "StudyHelper2024"
},
"spam_content": {
"product": "Academic essay writing service",
"url": "http://localhost:8000/external/essayace-pro",
"title": "Got an A on my term paper using this essay service — actually worth it",
"body": "Finals were destroyi... |
SPAM_easy_009 | reddit | cross_subreddit_spam | easy | {
"instruction": "User SneakerDeal101 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/BuyItForLife/141256"
} | {
"summary": "Identical counterfeit goods promotion posted to 12 completely unrelated forums in 55 minutes. BuyItForLife, MachineLearning, sports, and gaming forums have nothing in common — no legitimate recommendation spans all of them. Grey-market goods promotion violates platform commerce rules."
} | {
"required_nodes": [
{
"url": "http://localhost:8000/external/sneakervault-deals",
"evidence": "BuyItForLife: Found a site with Nike and Adidas at 70% off — not a fake, I already got mine"
},
{
"url": "http://localhost:8000/external/sneakervault-deals",
"evidence": "AskReddit: Fou... | {
"decision": "REMOVE_ALL_POSTS_AND_BAN_USER",
"acceptable_actions": [
"BAN_USER",
"REMOVE_ALL_POSTS_AND_BAN_USER",
"REMOVE_POSTS_AND_BAN_USER"
],
"harmful_actions": [],
"reasoning": "Identical counterfeit goods promotion posted to 12 completely unrelated forums in 55 minutes. BuyItForLife, Machin... | {
"user": {
"id": "700005",
"username": "SneakerDeal101"
},
"spam_content": {
"product": "Counterfeit/grey-market sneaker store",
"url": "http://localhost:8000/external/sneakervault-deals",
"title": "Found a site with Nike and Adidas at 70% off — not a fake, I already got mine",
"body": "E... |
SPAM_medium_017 | reddit | cross_subreddit_spam | medium | {
"instruction": "User MealPrepQueen has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/food/141270"
} | {
"summary": "User posts 7 varied promotions for FreshMeals across completely unrelated forums (food, personalfinance, Maine, Showerthoughts) over 4 hours. Each post is reframed for its audience (financial angle for personalfinance, convenience angle for LifeProTips) but the affiliate URL is identical across all post... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/freshmeals-weekly",
"evidence": "food: FreshMeals saved my weeknight cooking"
},
{
"url": "http://localhost:8000/external/freshmeals-weekly",
"evidence": "Connecticut: Anyone else use a meal kit service? FreshMeals is m... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "User posts 7 varied promotions for FreshMeals across completely unrelated forums (food, personalfinance, Maine, Showerthoughts) over 4 hours. Each post is reframed for its audience (financial angle for... | {
"user": {
"id": "700006",
"username": "MealPrepQueen"
},
"spam_content": {
"product": "Meal delivery subscription (FreshMeals)",
"url": "http://localhost:8000/external/freshmeals-weekly",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10045,
"forum_name": "foo... |
SPAM_medium_018 | reddit | cross_subreddit_spam | medium | {
"instruction": "User ProductivityNerd42 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/141280"
} | {
"summary": "Six posts promoting TaskFlow across MachineLearning, technology, IAmA, Showerthoughts over 4 hours. Each post uses a different developer-audience angle (ML team workflows, standup efficiency, UI design) but all link to the same product page. The key detection signal is the identical URL appearing across... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/taskflow-app",
"evidence": "MachineLearning: TaskFlow has been the only PM tool that actually stuck for our ML team"
},
{
"url": "http://localhost:8000/external/taskflow-app",
"evidence": "technology: Why most project m... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Six posts promoting TaskFlow across MachineLearning, technology, IAmA, Showerthoughts over 4 hours. Each post uses a different developer-audience angle (ML team workflows, standup efficiency, UI design... | {
"user": {
"id": "700007",
"username": "ProductivityNerd42"
},
"spam_content": {
"product": "Project management SaaS (TaskFlow)",
"url": "http://localhost:8000/external/taskflow-app",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10018,
"forum_name": "MachineL... |
SPAM_medium_019 | reddit | cross_subreddit_spam | medium | {
"instruction": "User WellnessJourney23 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/relationship_advice/141289"
} | {
"summary": "Five promotions for CalmPath therapy app across relationship_advice, AskReddit, LifeProTips, Connecticut, and Showerthoughts — each reframed for the specific community (insurance angle for CT, cost angle for LPT, relationship angle for relationship_advice) but all linking to the same commercial platform... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/calmpath-therapy",
"evidence": "relationship_advice: CalmPath actually helped me stop spiraling during arguments"
},
{
"url": "http://localhost:8000/external/calmpath-therapy",
"evidence": "AskReddit: Anyone tried onlin... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Five promotions for CalmPath therapy app across relationship_advice, AskReddit, LifeProTips, Connecticut, and Showerthoughts — each reframed for the specific community (insurance angle for CT, cost ang... | {
"user": {
"id": "700008",
"username": "WellnessJourney23"
},
"spam_content": {
"product": "Online therapy platform (CalmPath)",
"url": "http://localhost:8000/external/calmpath-therapy",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10075,
"forum_name": "relat... |
SPAM_medium_020 | reddit | cross_subreddit_spam | medium | {
"instruction": "User ForexSuccessStory has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/personalfinance/141297"
} | {
"summary": "Six posts promoting PipMaster Academy across personalfinance, MachineLearning, AskReddit, technology, IAmA, and GetMotivated over 5 hours. Each post uses a different angle — algorithmic framing for ML, infrastructure angle for tech, personal success story for GetMotivated — but the affiliate URL is cons... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/pipmaster-forex",
"evidence": "personalfinance: How I turned $500 into $4,200 in 90 days with forex — sharing my course"
},
{
"url": "http://localhost:8000/external/pipmaster-forex",
"evidence": "MachineLearning: Algori... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Six posts promoting PipMaster Academy across personalfinance, MachineLearning, AskReddit, technology, IAmA, and GetMotivated over 5 hours. Each post uses a different angle — algorithmic framing for ML,... | {
"user": {
"id": "700009",
"username": "ForexSuccessStory"
},
"spam_content": {
"product": "Forex trading course (PipMaster Academy)",
"url": "http://localhost:8000/external/pipmaster-forex",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10068,
"forum_name": "... |
SPAM_medium_021 | reddit | cross_subreddit_spam | medium | {
"instruction": "User NaturalWellness88 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/science/141306"
} | {
"summary": "Five promotions for DreamLeaf CBD drops across science, LifeProTips, relationship_advice, books, and Showerthoughts over 4.5 hours. Posts are cleverly framed as personal anecdotes for each community (scientific framing for science, LPT format for LifeProTips) but all link to the same product. Unverified... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/dreamleaf-cbd",
"evidence": "science: Interesting research on CBD and sleep latency — my experience with DreamLeaf"
},
{
"url": "http://localhost:8000/external/dreamleaf-cbd",
"evidence": "LifeProTips: LPT: if you have ... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Five promotions for DreamLeaf CBD drops across science, LifeProTips, relationship_advice, books, and Showerthoughts over 4.5 hours. Posts are cleverly framed as personal anecdotes for each community (s... | {
"user": {
"id": "700010",
"username": "NaturalWellness88"
},
"spam_content": {
"product": "CBD sleep drops (DreamLeaf)",
"url": "http://localhost:8000/external/dreamleaf-cbd",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10077,
"forum_name": "science",
... |
SPAM_medium_022 | reddit | cross_subreddit_spam | medium | {
"instruction": "User SafetyFirst_Mike has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Connecticut/141314"
} | {
"summary": "Seven security camera promotions posted across Connecticut, Hartford, BuyItForLife, DIY, ManchesterNH, technology, and Maine over 4.5 hours. Posts exploit local community context (referencing neighborhood break-ins) and DIY credibility to appear organic. The consistent affiliate URL across all posts and... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/guardeye-security",
"evidence": "Connecticut: Best home security camera setup for CT suburbs?"
},
{
"url": "http://localhost:8000/external/guardeye-security",
"evidence": "Hartford: GuardEye cameras — worth it for Hartf... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Seven security camera promotions posted across Connecticut, Hartford, BuyItForLife, DIY, ManchesterNH, technology, and Maine over 4.5 hours. Posts exploit local community context (referencing neighborh... | {
"user": {
"id": "700011",
"username": "SafetyFirst_Mike"
},
"spam_content": {
"product": "Home security camera system (GuardEye)",
"url": "http://localhost:8000/external/guardeye-security",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10006,
"forum_name": "C... |
SPAM_medium_023 | reddit | cross_subreddit_spam | medium | {
"instruction": "User HabitBuilder_Pro has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/GetMotivated/141324"
} | {
"summary": "Six StreakMaster habit app promotions across GetMotivated, LifeProTips, Showerthoughts, AskReddit, technology, and personalfinance over 5 hours. Each post is reframed for the audience — ML framing for technology, financial angle for personalfinance, philosophical framing for Showerthoughts. URL pattern ... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/streakmaster-app",
"evidence": "GetMotivated: StreakMaster actually kept me consistent for 90 days — sharing what worked"
},
{
"url": "http://localhost:8000/external/streakmaster-app",
"evidence": "LifeProTips: LPT: hab... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Six StreakMaster habit app promotions across GetMotivated, LifeProTips, Showerthoughts, AskReddit, technology, and personalfinance over 5 hours. Each post is reframed for the audience — ML framing for ... | {
"user": {
"id": "700012",
"username": "HabitBuilder_Pro"
},
"spam_content": {
"product": "Habit tracking app (StreakMaster)",
"url": "http://localhost:8000/external/streakmaster-app",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10011,
"forum_name": "GetMoti... |
SPAM_medium_024 | reddit | cross_subreddit_spam | medium | {
"instruction": "User TutorMatch2024 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/141333"
} | {
"summary": "Six BrightMind tutoring promotions across MachineLearning, AskReddit, LifeProTips, Pennsylvania, Connecticut, and Hartford over 5 hours. Geographic targeting (PA, CT, Hartford) mixed with general forums creates a sophisticated pattern. Local community framing (UConn students, Penn State curriculum) is d... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/brightmind-tutors",
"evidence": "MachineLearning: BrightMind tutors saved my ML coursework — sharing in case others are stuck"
},
{
"url": "http://localhost:8000/external/brightmind-tutors",
"evidence": "AskReddit: What... | {
"decision": "REMOVE_ALL_POSTS_AND_WARN_USER",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "Six BrightMind tutoring promotions across MachineLearning, AskReddit, LifeProTips, Pennsylvania, Connecticut, and Hartford over 5 hours. Geographic targeting (PA, CT, Hartford) mixed with general forum... | {
"user": {
"id": "700013",
"username": "TutorMatch2024"
},
"spam_content": {
"product": "Online tutoring platform (BrightMind)",
"url": "http://localhost:8000/external/brightmind-tutors",
"variation_type": "high"
},
"submissions": [
{
"forum_id": 10018,
"forum_name": "Mach... |
SPAM_hard_009 | reddit | cross_subreddit_spam | hard | {
"instruction": "User TechEnthusiast_Dev has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/141342"
} | {
"summary": "5 promotional posts for WordFlow AI buried across MachineLearning, technology, InternetIsBeautiful, WritingPrompts, and books over 7 hours. The noise posts (12 total) are high-quality and contextually appropriate, making this look like a genuine technical community member. Key detection signals: (1) URL... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/wordflow-ai?ref=ml",
"evidence": "MachineLearning: Anyone integrated LLM tooling into their documentation workflow?"
},
{
"url": "http://localhost:8000/external/wordflow-ai?src=docs",
"evidence": "technology: WordFlow A... | {
"decision": "FLAG_FOR_REVIEW",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "5 promotional posts for WordFlow AI buried across MachineLearning, technology, InternetIsBeautiful, WritingPrompts, and books over 7 hours. The noise posts (12 total) are high-quality and contextually appropriate, ma... | {
"user": {
"id": "700014",
"username": "TechEnthusiast_Dev",
"created": "2022-03-14 09:22:00+00"
},
"spam_content": {
"product": "AI writing assistant (WordFlow AI)",
"url_variations": [
"http://localhost:8000/external/wordflow-ai",
"http://localhost:8000/external/wordflow-ai?ref=... |
SPAM_hard_010 | reddit | cross_subreddit_spam | hard | {
"instruction": "User CognitivePeak_Research has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/science/141358"
} | {
"summary": "4 promotional posts for NeuroEdge Pro buried in 12 high-quality science and ML discussion posts over 8 hours. The user establishes credibility through genuine-sounding scientific discussion before inserting product mentions. Detection requires: (1) URL pattern analysis across science, askscience, Machin... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/neuroedge-pro/research",
"evidence": "science: The evidence base for nootropics is weak but the n=1 data is interesting"
},
{
"url": "http://localhost:8000/external/neuroedge-pro?stack=starter",
"evidence": "askscience:... | {
"decision": "FLAG_FOR_REVIEW",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "4 promotional posts for NeuroEdge Pro buried in 12 high-quality science and ML discussion posts over 8 hours. The user establishes credibility through genuine-sounding scientific discussion before inserting product m... | {
"user": {
"id": "700015",
"username": "CognitivePeak_Research",
"created": "2021-07-05 14:10:00+00"
},
"spam_content": {
"product": "Nootropic supplement stack (NeuroEdge Pro)",
"url_variations": [
"http://localhost:8000/external/neuroedge-pro",
"http://localhost:8000/external/ne... |
SPAM_hard_011 | reddit | cross_subreddit_spam | hard | {
"instruction": "User eComm_BuilderX has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/personalfinance/141374"
} | {
"summary": "5 promotions for DropBase buried in 11 genuine-looking business/tech discussion posts over 8 hours across personalfinance, MachineLearning, technology, IAmA, and wallstreetbets. The user builds credibility as a successful entrepreneur throughout before inserting product mentions as 'resources I get aske... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/dropbase-directory?ref=pf",
"evidence": "personalfinance: 18 months into my e-commerce side hustle — what actually worked vs. what YouTube"
},
{
"url": "http://localhost:8000/external/dropbase-directory?tier=starter",
"... | {
"decision": "FLAG_FOR_REVIEW",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "5 promotions for DropBase buried in 11 genuine-looking business/tech discussion posts over 8 hours across personalfinance, MachineLearning, technology, IAmA, and wallstreetbets. The user builds credibility as a succe... | {
"user": {
"id": "700016",
"username": "eComm_BuilderX",
"created": "2022-09-18 16:45:00+00"
},
"spam_content": {
"product": "Dropshipping supplier directory (DropBase)",
"url_variations": [
"http://localhost:8000/external/dropbase-directory",
"http://localhost:8000/external/dropb... |
SPAM_hard_012 | reddit | cross_subreddit_spam | hard | {
"instruction": "User GrowthHackingPro has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/MachineLearning/141390"
} | {
"summary": "4 BoostRank promotions buried in 9 substantive technology/ML discussion posts over 7 hours. The user uses academic and analytical framing to legitimize discussion of an inherently dubious product (engagement farming). The product itself may violate platform terms of service at the client platforms. Dete... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/boostrank-social?src=ml",
"evidence": "MachineLearning: Graph-based approaches to social media algorithm optimization — what I've learne"
},
{
"url": "http://localhost:8000/external/boostrank-social",
"evidence": "techn... | {
"decision": "FLAG_FOR_REVIEW",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "4 BoostRank promotions buried in 9 substantive technology/ML discussion posts over 7 hours. The user uses academic and analytical framing to legitimize discussion of an inherently dubious product (engagement farming)... | {
"user": {
"id": "700017",
"username": "GrowthHackingPro",
"created": "2022-05-27 11:30:00+00"
},
"spam_content": {
"product": "Social media growth/engagement service (BoostRank)",
"url_variations": [
"http://localhost:8000/external/boostrank-social",
"http://localhost:8000/extern... |
SPAM_hard_013 | reddit | cross_subreddit_spam | hard | {
"instruction": "User DeFi_Explorer99 has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/personalfinance/141403"
} | {
"summary": "5 YieldVault Protocol promotions buried in 13 substantive posts across personalfinance, technology, MachineLearning, science, and Futurology over 12 hours. This is the most sophisticated pattern in the dataset: the user builds academic credibility through genuine-quality DeFi/ML discussion, then inserts... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/yieldvault-protocol?ref=pf",
"evidence": "personalfinance: How I think about DeFi yield as a portion of a conventional portfolio"
},
{
"url": "http://localhost:8000/external/yieldvault-protocol/docs",
"evidence": "techn... | {
"decision": "FLAG_FOR_REVIEW",
"acceptable_actions": [],
"harmful_actions": [],
"reasoning": "5 YieldVault Protocol promotions buried in 13 substantive posts across personalfinance, technology, MachineLearning, science, and Futurology over 12 hours. This is the most sophisticated pattern in the dataset: the u... | {
"user": {
"id": "700018",
"username": "DeFi_Explorer99",
"created": "2021-01-15 08:00:00+00"
},
"spam_content": {
"product": "DeFi yield farming protocol (YieldVault Protocol)",
"url_variations": [
"http://localhost:8000/external/yieldvault-protocol",
"http://localhost:8000/exter... |
SPAM_fa_011 | reddit | cross_subreddit_spam | medium | {
"instruction": "User FreshPasta_Marco has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/Hartford/141421"
} | {
"summary": "This is legitimate local business promotion. The posts: (1) are clearly identified as coming from the business owner; (2) are posted exclusively in geographically relevant local communities (Hartford, Connecticut, BridgeportCT, newhaven); (3) span 90 days — not a rapid posting campaign; (4) have meaning... | {
"required_nodes": [
{
"url": "http://localhost:8000/external/osteria-marco",
"evidence": "Hartford: New Italian restaurant in Hartford — soft opening this weekend"
},
{
"url": "http://localhost:8000/external/osteria-marco",
"evidence": "Connecticut: Osteria Marco (Hartford) is op... | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "This is legitimate local business promotion. The posts: (1) are clearly identified as coming from the business owner; (2) are posted exclusively in geographically rele... | {
"scenario": "Restaurant owner promoting their new local business in relevant regional forums",
"user": {
"username": "FreshPasta_Marco"
},
"submissions": [
{
"forum_name": "Hartford",
"title": "New Italian restaurant in Hartford — soft opening this weekend",
"body": "Hey Hartford! Af... |
SPAM_fa_012 | reddit | cross_subreddit_spam | medium | {
"instruction": "User DevOps_Sasha has been flagged for potential spam behavior. Determine the appropriate moderation action.",
"start_url": "http://localhost:9999/f/coolgithubprojects/141425"
} | {
"summary": "Legitimate open-source developer self-promotion. Key signals: (1) all posts link to a GitHub repository, not a commercial product page; (2) each post has distinct content corresponding to actual software version updates (v1.0 launch, v1.2 update, v1.3 GPU support, deeplearning-specific deployment); (3) ... | {
"required_nodes": [
{
"url": "https://github.com/devops-sasha/clouddeploy",
"evidence": "coolgithubprojects: CloudDeploy CLI — open source Heroku-style deployments to your own VPS"
},
{
"url": "https://github.com/devops-sasha/clouddeploy",
"evidence": "technology: The Heroku-to-s... | {
"decision": "APPROVE",
"acceptable_actions": [
"APPROVE",
"CONFIRM_FACTUAL",
"NO_ACTION"
],
"harmful_actions": [],
"reasoning": "Legitimate open-source developer self-promotion. Key signals: (1) all posts link to a GitHub repository, not a commercial product page; (2) each post has distinct cont... | {
"scenario": "Developer sharing open-source DevOps tool in relevant technical communities over 6 weeks",
"user": {
"username": "DevOps_Sasha"
},
"submissions": [
{
"forum_name": "coolgithubprojects",
"title": "CloudDeploy CLI — open source Heroku-style deployments to your own VPS",
"b... |
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