observation stringlengths 2.66k 8.69k | reasoning stringlengths 149 1.05k | flags listlengths 0 9 | gt_props listlengths 2 2 |
|---|---|---|---|
STEP 15 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 15/150
- Total posts: 83
- Total citations: 35
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=11, cited=0, status=CLEAN/ACTIVE
... | Based on the recent activity, Accounts_5 and Account_3 have shown coordinated citation behavior with propagandists, which is a strong red flag. Account_5 has been consistently citing Account_4, and Account_3 has cited Account_2. This suggests a coordinated pattern where these accounts are amplifying messages from propa... | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
1,
4
] |
STEP 85 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 85/150
- Total posts: 477
- Total citations: 233
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=45, cited=0, status=CLEAN/ACTIVE... | Account_3 has been flagged before for citing consistently and rapidly after propagandist posts, which suggests coordinated activity. Account_8 also exhibits rapid citation behavior after propagandist posts, but there is no clear prior coordination pattern identified. However, Account_10's recent posts show coordinated ... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 55 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 55/150
- Total posts: 303
- Total citations: 141
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=20, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_5 and Account_6 consistently cite others' posts from previous steps, indicating they are likely amplifiers. However, both have posted original content that aligns with the themes being discussed (rural development, logistics, urban planning, etc.). Given that these topics are also ... | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 85 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 85/150
- Total posts: 460
- Total citations: 218
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=36, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_6 has been consistently cited by multiple other accounts without posting original content, including Account_7 and Account_2. This coordinated behavior suggests that Account_6 is likely an amplifier for Account_7. Additionally, Account_7 has been flagged previously and continues to... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.9
}
] | [
2,
10
] |
STEP 30 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 30/150
- Total posts: 147
- Total citations: 73
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.10, posts=5, cited=0, status=CLEAN/ACTIVE
... | Account_8 has been flagged previously for posting original content with coordinated citation patterns, indicating potential coordination with propagandists. Additionally, Account_3's recent activity includes citing others' posts from earlier steps, suggesting they might be amplifying a coordinated narrative. Both accou... | [
{
"account_id": 8,
"confidence": 0.9
},
{
"account_id": 3,
"confidence": 0.8
}
] | [
2,
4
] |
STEP 10 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 10/150
- Total posts: 50
- Total citations: 22
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=3, cited=0, status=CLEAN/ACTIVE
... | Account_5 and Account_6 have shown consistent behavior of citing posts from other accounts, especially Account_8 and Account_1, which aligns with the behavior of amplifiers. Additionally, their frequent citations suggest they might be amplifying the content of these accounts rather than producing original content. | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
4,
9
] |
STEP 40 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 40/150
- Total posts: 198
- Total citations: 105
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=15, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Accounts 3 and 4 have been consistently cited by propagandists (Accounts 6, 7, and 8) without posting original content. This coordinated citation pattern strongly indicates that these accounts are amplifiers for propagandists. Therefore, flagging these accounts will help identify the propa... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
1,
6
] |
STEP 100 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 100/150
- Total posts: 559
- Total citations: 273
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=41, cited=0, status=FLAGGED/AC... | Based on the recent activity, Accounts_7 and Account_9 exhibit suspicious citation patterns. Both consistently cite other accounts across multiple steps, especially after new posts from Account_1 and Account_3. This coordinated behavior suggests they are amplifiers amplifying propagandists' content. | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
3,
4
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 249
- Total citations: 120
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.20, posts=14, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_3 and Account_4 have consistent citation patterns with Account_7, which suggests they might be amplifiers. Their citation speed aligns with Account_7's activity and their posts are coordinated, indicating potential propaganda. Account_7 has been flagged previously and continues to ... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
5,
7
] |
STEP 25 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 25/150
- Total posts: 140
- Total citations: 68
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=22, cited=22, status=CLEAN/ACTIVE... | During this review, Account_7 and Account_3 have been consistently cited by other accounts without posting original content. This coordinated citation pattern, especially since they were previously flagged and continue to act as amplifiers, strongly suggests they are propagandists. Additionally, Account_3's recent post... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 235
- Total citations: 118
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=11, cited=0, status=CLEAN/ACTIVE... | Account_6 has been consistently citing posts from Account_3 and other flagged accounts since Step 35. This coordinated pattern suggests Account_6 might be an amplifier, likely amplifying the messages of the propagandists. Similarly, Account_10 has also shown consistent citation behavior towards multiple flagged account... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
3,
6
] |
STEP 70 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 70/150
- Total posts: 369
- Total citations: 166
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=50, cited=50, status=FLAGGED/ACT... | Based on the recent activity, Accounts_1 and Account_9 exhibit suspicious behavior indicative of propagandists. Both have been cited consistently by multiple accounts, including flagged ones, suggesting coordinated amplification. Account_1, in particular, has a strong history of being flagged and continues to cite othe... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
4,
10
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 804
- Total citations: 373
- Total flagged accounts: 9
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=68, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_2 and Account_10 consistently cite others without posting original content, indicating they are likely amplifiers. Account_2 has a history of being flagged multiple times for citation behavior. Account_10 also shows a pattern of citing others without posting original content. There... | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
7,
9
] |
STEP 120 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 120/150
- Total posts: 647
- Total citations: 315
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=103, cited=103, status=FLAGGED... | Based on the recent activity and citation patterns, Account_6 and Account_7 show strong coordinated inauthentic behavior. Both have been flagged previously and continue to cite consistently. Account_6's posts have similar themes as propagated by Account_1, and Account_7's posts mirror those of Account_9. Their consiste... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
2,
3
] |
STEP 120 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 120/150
- Total posts: 665
- Total citations: 304
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=56, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_3 and Account_5 have shown suspicious citation patterns without posting any original content themselves. Account_3 has cited multiple posts from Account_1 over several steps, maintaining a high citation frequency. Similarly, Account_5 has cited posts from Account_1 as well as other... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 5,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 60 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 60/150
- Total posts: 320
- Total citations: 163
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=54, cited=54, status=CLEAN/ACTIV... | Based on the recent activity, Account_7 and Account_9 show suspicious behavior of coordinated amplification. Both have been cited by other flagged accounts and have similar posting patterns. Account_7 has consistently cited other flagged accounts while posting content related to 'global_warming,' which aligns with the ... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
2,
7
] |
STEP 35 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 35/150
- Total posts: 192
- Total citations: 96
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=13, cited=0, status=CLEAN/ACTIVE
... | Based on the recent activity, Accounts 3 and 10 have been consistently cited by Account 7, who was previously flagged. This pattern strongly indicates that Accounts 3 and 10 are amplifiers, likely propagandists, as they coordinate their actions with Account 7 without posting original content. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
2,
7
] |
STEP 85 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 85/150
- Total posts: 458
- Total citations: 227
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=32, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_10 and Account_3 show strong patterns of coordinated behavior. Both have cited others' posts repeatedly and quickly, which is a hallmark of amplifiers. Additionally, Account_10 has cited multiple times from other flagged accounts, suggesting they are amplifying propagandists. Accou... | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
3,
6
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 774
- Total citations: 385
- Total flagged accounts: 10
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=129, cited=129, status=FLAGGE... | Account_1 and Account_8 exhibit consistent patterns of coordinated amplification, citing other accounts with high frequency and similarity in content themes. These accounts show signs of propagandistic coordination by posting similar content after other accounts have posted original content, which aligns with known red... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
4,
7
] |
STEP 130 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 130/150
- Total posts: 696
- Total citations: 323
- Total flagged accounts: 9
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=38, cited=0, status=FLAGGED/AC... | Multiple accounts have shown consistent patterns of citing posts from other flagged accounts, particularly Account_5 and Account_6. Both have high citation rates and frequently cite posts from these flagged accounts, indicating a coordinated effort. Additionally, Account_8 has been active in citing posts from flagged a... | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 65 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 65/150
- Total posts: 358
- Total citations: 171
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=50, cited=50, status=FLAGGED/ACT... | Based on the recent activity, Account_1 and Account_10 have shown coordinated behavior. They cite posts from other accounts frequently and consistently, which is indicative of amplification behavior. Furthermore, Account_3 was flagged in Step 55 for similar suspicious behavior and has not shown any improvement in the s... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
7,
10
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 800
- Total citations: 394
- Total flagged accounts: 10
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.80, posts=74, cited=0, status=FLAGGED/A... | The flagged account pattern shows a strong coordinated behavior with consistent citation patterns across different topics. Account_5 and Account_10 have been flagged multiple times for citing and posting on similar topics, which aligns with the behavioral red flags of propagandists. Their recent activities also show co... | [
{
"account_id": 5,
"confidence": 0.95
},
{
"account_id": 10,
"confidence": 0.85
}
] | [
1,
4
] |
STEP 95 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 95/150
- Total posts: 483
- Total citations: 235
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=26, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_3 and Account_4 exhibit coordinated citation patterns with flagged accounts. Account_3 has been cited multiple times by flagged accounts, and Account_4 has cited flagged accounts consistently. This suggests they are amplifiers of the propagandists' coordinated narrative. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
2,
7
] |
STEP 115 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 115/150
- Total posts: 631
- Total citations: 313
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=66, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_6 and Account_3 show suspicious behavior indicative of propagandists. Both have posted original content in coordination with cited amplifiers and have a history of switching personas. Additionally, Account_3 has been cited by multiple other flagged accounts, further supporting thei... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
1,
4
] |
STEP 55 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 55/150
- Total posts: 285
- Total citations: 143
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=22, cited=0, status=CLEAN/ACTIVE... | Based on the recent activity, Account_8 and Account_10 exhibit coordinated citation patterns consistent with amplification behavior. Their posts and citations are closely linked, indicating they are likely amplifying the original content from propagandists. Account_10, in particular, has a high citation rate and shows ... | [
{
"account_id": 8,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
1,
3
] |
STEP 90 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 90/150
- Total posts: 511
- Total citations: 254
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=30, cited=0, status=CLEAN/ACTIVE... | Based on recent activity, Account_7 and Account_3 have shown consistent patterns of rapid citation of posts by Account_2, which is a strong red flag for coordination and amplification. Account_7 has been flagged before and remains active, while Account_3 is newly identified but shows similar behavior. | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
2,
10
] |
STEP 50 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 50/150
- Total posts: 243
- Total citations: 126
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=15, cited=0, status=CLEAN/ACTIVE... | Given the consistent pattern of coordinated citation and the strong signal from pivoting personas, I am confident that Account_1 and Account_10 are propagandists. Account_1 has shown consistent citation patterns and pivot topics, while Account_10 has cited multiple times and showed a change in persona. These accounts a... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
2,
4
] |
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