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
] |
STEP 115 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 115/150
- Total posts: 628
- Total citations: 316
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=55, cited=0, status=CLEAN/ACTI... | Account_8 and Account_3 consistently cite other accounts without posting original content, and their citation patterns suggest coordination. Their rapid and reliable citing behaviors indicate they might be amplifying propagandists. | [
{
"account_id": 8,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 5 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 5/150
- Total posts: 24
- Total citations: 11
- Total flagged accounts: 0
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=4, cited=4, status=CLEAN/ACTIVE
Ac... | Account_5 and Account_6 have shown consistent patterns of citing other accounts without posting original content, which is indicative of amplification behavior. Additionally, Account_5 has cited Account_1's original post multiple times, suggesting a coordination between these two accounts. | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
6,
8
] |
STEP 120 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 120/150
- Total posts: 668
- Total citations: 332
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=54, cited=0, status=FLAGGED/AC... | Based on the recent activity, Accounts 1 and 7 have consistently cited others' posts without any original content of their own, which is indicative of amplification behavior. Additionally, Account 7 has cited multiple times, including posts from flagged Account 10, suggesting a coordinated pattern. Account 10, while no... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
1,
6
] |
STEP 40 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 40/150
- Total posts: 213
- Total citations: 102
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=37, cited=37, status=FLAGGED/ACT... | Account_1 and Account_9 have shown coordinated citation patterns and consistent amplification behavior, especially after posts by other flagged accounts. Both accounts have cited posts from other flagged accounts multiple times, suggesting they are amplifying the same propagandists. | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 697
- Total citations: 351
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=37, cited=0, status=FLAGGED/AC... | Account_3 has consistently cited other flagged accounts (Account_7 and Account_10) across different steps, indicating a coordinated pattern. This suggests Account_3 is likely an amplifier of the propagandists. Similarly, Account_6 has cited consistently from Account_7 and Account_10, further strengthening the suspicion... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
5,
8
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 811
- Total citations: 399
- Total flagged accounts: 7
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.20, posts=45, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_10 and Account_6 show coordinated behavior. Account_10 consistently cites Account_1 and Account_3, while Account_6 frequently cites Account_4. Both exhibit patterns of coordinated amplification, suggesting they are likely propagandists amplifying neutral sources. | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
4,
5
] |
STEP 90 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 90/150
- Total posts: 467
- Total citations: 220
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=28, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, several accounts exhibit suspicious behaviors consistent with coordinated inauthentic behavior, particularly amplification and citation patterns. Accounts 6 and 10 have shown consistent citation behavior and appear to be pivoting between different topics, which is a strong red flag for coo... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
4,
5
] |
STEP 120 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 120/150
- Total posts: 657
- Total citations: 329
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=56, cited=0, status=FLAGGED/AC... | Several accounts have exhibited coordinated behavior by consistently citing posts made by other accounts, particularly Account_7 and Account_10. Account_7 has been flagged before for posting original content and now is consistently cited by others. Account_10 was also flagged for the same reason and is now showing simi... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.82
}
] | [
1,
9
] |
STEP 145 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 145/150
- Total posts: 790
- Total citations: 362
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=51, cited=0, status=CLEAN/ACTI... | Based on the recent activity, Account_3 and Account_5 have shown coordinated amplification patterns. Both have posted similar topics (space exploration) and cited each other's posts consistently. Additionally, Account_5 has been cited by multiple other flagged accounts, indicating it might be the source of coordination... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 5,
"confidence": 0.72
}
] | [
3,
7
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 249
- Total citations: 123
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=23, cited=0, status=FLAGGED/ACTI... | Account_1 and Account_6 have shown consistent patterns of coordinated amplification, citing multiple times and posting similar content that aligns with previously flagged propagandists. These accounts exhibit strong red flags of coordinated inauthentic behavior. | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.78
}
] | [
1,
4
] |
STEP 15 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 15/150
- Total posts: 76
- Total citations: 35
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=4, cited=0, status=CLEAN/ACTIVE
... | Account_3 and Account_10 have shown consistent behavior of citing posts from other accounts without any original content. This behavior aligns with the characteristics of amplifiers. Additionally, Account_10's recent posts are highly coordinated with Account_3, suggesting they are likely amplifying each other's posts. ... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
3,
8
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 715
- Total citations: 340
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=107, cited=107, status=FLAGGED... | Accounts flagged previously have consistent patterns of citing others' posts, which is a red flag for coordinated inauthentic behavior. Specifically, Account_1 and Account_7 have shown patterns of both citing and being cited, indicating a potential role as an amplifier. However, since Account_1 was already flagged in S... | [
{
"account_id": 7,
"confidence": 0.85
}
] | [
9,
10
] |
STEP 25 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 25/150
- Total posts: 129
- Total citations: 63
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=8, cited=0, status=CLEAN/ACTIVE
... | Based on the recent activity, Account_2 and Account_10 have shown coordinated behavior by citing each other's posts consistently. This suggests they are likely propagandists amplifying each other's content. Additionally, Account_10 has recently posted original content that aligns with the themes of Account_2, further i... | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
9,
10
] |
STEP 110 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 110/150
- Total posts: 600
- Total citations: 296
- Total flagged accounts: 7
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=47, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_2 and Account_4 show consistent patterns of citing other posts, particularly from Account_9. This suggests they are likely amplifiers who are coordinating with propagandists. Additionally, Account_2 and Account_4 have been flagged before for similar behaviors. | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
2,
9
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 248
- Total citations: 112
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=43, cited=43, status=CLEAN/ACTIV... | Account_6 and Account_8 have consistently cited other accounts without posting original content, maintaining a pattern of coordination. Account_6 was previously flagged at Step 40, and Account_8 was flagged at Step 40. Account_8 has recently cited Account_6, which is a strong indicator of coordinated behavior. Account_... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
7,
9
] |
STEP 125 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 125/150
- Total posts: 656
- Total citations: 318
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=61, cited=0, status=FLAGGED/AC... | Based on the recent activity, Accounts_4 and Account_7 have shown coordinated citation patterns with propagandists (Account_2). Both accounts consistently cite posts from Account_2, which is a strong red flag for coordinated inauthentic behavior. Additionally, Account_7 has cited multiple propagandist posts over severa... | [
{
"account_id": 4,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.8
}
] | [
3,
5
] |
STEP 130 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 130/150
- Total posts: 717
- Total citations: 362
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=110, cited=110, status=FLAGGED... | Based on the recent activity, Accounts 3 and 4 have been consistently cited by propagandists and are likely amplifying their messages. Their high citation rates without original content suggest they are following the propagandists closely. Additionally, their frequent posts align with the coordination observed in the o... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
2,
9
] |
STEP 20 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 20/150
- Total posts: 106
- Total citations: 50
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=3, cited=0, status=CLEAN/ACTIVE
... | Based on the recent activity, Account_6 and Account_10 show strong coordination patterns with flagged accounts. Both consistently cite flagged propagandists' posts and exhibit similar citation behavior. Additionally, Account_6 has been flagged twice, indicating persistent suspicious activity. Account_10, while less fre... | [
{
"account_id": 6,
"confidence": 0.9
},
{
"account_id": 10,
"confidence": 0.85
}
] | [
3,
6
] |
STEP 15 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 15/150
- Total posts: 81
- Total citations: 38
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=11, cited=11, status=FLAGGED/ACTIV... | Account_5 and Account_1 have been flagged previously, suggesting they may be propagandists. Recent activity indicates they continue to post original content with coordinated amplification, matching the behavior of propagandists. Additionally, Account_1 cites consistently and quickly after propagandist posts, indicating... | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 1,
"confidence": 0.72
}
] | [
6,
8
] |
STEP 110 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 110/150
- Total posts: 568
- Total citations: 283
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=97, cited=97, status=FLAGGED/A... | Accounts 1, 3, 7, and 10 have shown coordinated citation behavior, suggesting they are amplifiers for propagandists. Account 7 was already flagged in Step 90 and has been active again, indicating potential reemergence. Account 10, which was also flagged in Step 105, has continued to cite others without original content... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
5,
9
] |
STEP 85 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 85/150
- Total posts: 455
- Total citations: 225
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.80, posts=71, cited=71, status=FLAGGED/ACT... | Based on the recent activity and historical flags, Accounts_5 and Account_10 exhibit coordinated inauthentic behavior consistent with propagandists. Both have cited frequently and posted consistently, which aligns with the behavior of propagandists who spread coordinated narratives. Account_5 has been flagged multiple ... | [
{
"account_id": 5,
"confidence": 0.9
},
{
"account_id": 10,
"confidence": 0.85
}
] | [
5,
9
] |
STEP 80 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 80/150
- Total posts: 429
- Total citations: 198
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=24, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Account_10 and Account_8 have consistently cited posts from other accounts without original content and show clear coordination patterns. Their posting rates are consistent with amplification behavior, and they have been identified multiple times in previous reviews. Additionally, Account_... | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
5,
6
] |
STEP 80 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 80/150
- Total posts: 417
- Total citations: 199
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=38, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Accounts_6 and Account_8 show clear coordination and citation patterns indicative of propagandists. Account_6 cited multiple posts from flagged Account_1 and Account_3, maintaining a consistent pattern. Account_8 cited posts from flagged Account_7 and Account_3, showing coordinated amplifi... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 70 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 70/150
- Total posts: 379
- Total citations: 175
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=54, cited=54, status=FLAGGED/ACT... | Account_1 and Account_3 have consistently cited posts from other accounts without posting original content, indicating they are likely amplifiers. However, Account_6 has shown coordinated behavior, including pivoting topics and mimicking styles of neutral accounts, which suggests they are a propagandist. Given the prev... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
2,
6
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 243
- Total citations: 116
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=16, cited=0, status=CLEAN/ACTIVE... | Account_5 and Account_7 have been consistently cited by propagandists and are likely amplifying them. Their high citation rates suggest they might be coordinating with propagandists to spread consistent narratives. | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
4,
9
] |
STEP 145 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 145/150
- Total posts: 782
- Total citations: 390
- Total flagged accounts: 7
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=61, cited=0, status=FLAGGED/AC... | Account_1 and Account_8 consistently cite each other, indicating a coordinated effort. Account_1 has been posting on a variety of topics, suggesting they are likely spreading coordinated narratives. Account_8 has also been posting original content and citing Account_1 frequently, further supporting this suspicion. | [
{
"account_id": 1,
"confidence": 0.9
},
{
"account_id": 8,
"confidence": 0.85
}
] | [
1,
8
] |
STEP 145 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 145/150
- Total posts: 759
- Total citations: 392
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.20, posts=39, cited=0, status=FLAGGED/AC... | Account_1 has been flagged multiple times and continues to post coordinated content. Additionally, Account_2 has shown consistent behavior of citing recent posts by Account_1, which strongly suggests coordinated amplification. Account_10 also shows signs of coordinated activity with Account_2, indicating they are likel... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 2,
"confidence": 0.72
}
] | [
2,
10
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 686
- Total citations: 333
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.00, posts=33, cited=0, status=CLEAN/ACTI... | Account_3 has consistently cited posts from Account_9, which is flagged. This suggests a coordinated pattern where Account_3 is likely an amplifier of Account_9's content. Additionally, Account_10 has shown consistent citation behavior, potentially amplifying the same sources as Account_3. Both these accounts have high... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.75
}
] | [
2,
7
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 850
- Total citations: 393
- Total flagged accounts: 8
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=55, cited=0, status=FLAGGED/AC... | Account_6 and Account_1 have consistently cited other accounts without posting original content, matching the behavior of amplifiers. Additionally, Account_6 has cited propagandists such as Account_3, indicating they are amplifying coordinated narratives. Account_1 also shows similar behavior and has cited Account_2, a... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 1,
"confidence": 0.72
}
] | [
2,
7
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 818
- Total citations: 384
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=82, cited=0, status=FLAGGED/AC... | Account_3 and Account_8 have shown consistent and rapid citation behavior after posting, which is highly suspicious given the lack of original content and the coordination seen in their activity. Both accounts have a high citation rate and a low posting rate, indicating they are likely amplifiers. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
1,
2
] |
STEP 35 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 35/150
- Total posts: 175
- Total citations: 85
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=13, cited=0, status=CLEAN/ACTIVE
... | Account_7 and Account_9 have been flagged previously for citing consistently. Their recent citation patterns suggest they are likely propagandists, as they continue to cite the same account (Account_1) across different topics without posting any original content. This coordination and persistence are red flags for coor... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.85
}
] | [
5,
6
] |
STEP 75 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 75/150
- Total posts: 388
- Total citations: 181
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=32, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Account_4 and Account_7 show strong coordination and citation patterns, which are suspicious. Account_4 consistently cites other flagged accounts, and Account_7 cites both propagandists and amplifiers, indicating they are likely amplifying others' coordinated efforts. Both have high post r... | [
{
"account_id": 4,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 115 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 115/150
- Total posts: 631
- Total citations: 312
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=101, cited=101, status=FLAGGED... | Based on the recent activity, Account_1 and Account_6 show suspicious behavior by citing each other's posts consistently, which is a strong indicator of coordinated inauthentic behavior. Both accounts are also posting original content frequently, which aligns with the pattern seen from flagged accounts. Account_1 has b... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
2,
10
] |
STEP 140 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 140/150
- Total posts: 769
- Total citations: 374
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=121, cited=121, status=FLAGGED... | Based on the recent activity, Account_1 and Account_6 exhibit consistent patterns of citing other accounts without posting original content, which aligns with the behavior of amplifiers. Additionally, their posts show coordinated themes and rapid follow-up, suggesting they are amplifying propagandists. Account_1 has be... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
7,
8
] |
STEP 20 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 20/150
- Total posts: 110
- Total citations: 50
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=9, cited=0, status=CLEAN/ACTIVE
... | Account_3 and Account_7 have been flagged before and continue to act as amplifiers, citing recent posts from Account_2. Account_7's recent activity includes citations to Account_2's post, indicating coordinated behavior. Similarly, Account_3's recent posts show consistent coordination with Account_2. Given these patter... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
2,
3
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 709
- Total citations: 351
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=41, cited=0, status=CLEAN/ACTI... | Based on the recent activity, Account_6 and Account_7 have shown coordinated behavior, specifically through citing posts from other accounts with high frequency and consistency. This pattern suggests they are likely propagandists amplifying the posts of other users. Account_6 cited Account_2's post from step 130, and A... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.8
}
] | [
4,
10
] |
STEP 95 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 95/150
- Total posts: 502
- Total citations: 245
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=28, cited=0, status=FLAGGED/ACTI... | Several accounts have been consistently cited by Account_7 and Account_10, which are flagged accounts. These cited accounts (Account_3 and Account_10) have also been flagged previously, suggesting a coordinated pattern. Additionally, Account_3 has been flagged twice in the recent steps, indicating a persistent issue. T... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
2,
6
] |
STEP 20 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 20/150
- Total posts: 103
- Total citations: 48
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=11, cited=0, status=CLEAN/ACTIVE
... | Based on the recent activity, Account_3 and Account_5 have shown consistent coordinated citation patterns, indicating they are likely amplifying propagandists' posts. Both have cited multiple times within a short period, which is suspicious and suggests coordinated behavior. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 5,
"confidence": 0.72
}
] | [
1,
6
] |
STEP 15 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 15/150
- Total posts: 77
- Total citations: 38
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=4, cited=0, status=CLEAN/ACTIVE
... | Account_7 and Account_10 consistently cite other accounts but do not post original content, which is a key red flag for amplifiers. However, Account_3 has shown a pattern of citing and reposting original content from Account_7, indicating coordinated behavior similar to that of propagandists. Given this coordination an... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.95
}
] | [
4,
7
] |
STEP 55 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 55/150
- Total posts: 270
- Total citations: 138
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=18, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Account_7 and Account_6 have shown suspicious behavior. Account_7 consistently cites posts by other accounts without original content, while Account_6 frequently cites posts from other accounts, often in quick succession. This coordinated citation pattern, especially after neutral posts, i... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
2,
4
] |
STEP 80 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 80/150
- Total posts: 401
- Total citations: 199
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=17, cited=0, status=CLEAN/ACTIVE... | Account_8 and Account_9 have exhibited coordinated citation patterns without original content, and their recent activity mirrors the consistent citation of Account_2. This suggests they are likely propagandists amplifying Account_2's content. | [
{
"account_id": 8,
"confidence": 0.9
},
{
"account_id": 9,
"confidence": 0.85
}
] | [
2,
3
] |
STEP 40 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 40/150
- Total posts: 228
- Total citations: 111
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=34, cited=34, status=FLAGGED/ACT... | Account_1 has been flagged previously and continues to cite coordinated posts. Account_8 is flagged from a prior step and remains active, citing coordinated posts. Account_3 has shown coordinated citation patterns and is likely an amplifier. | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.75
},
{
"account_id": 3,
"confidence": 0.65
}
] | [
4,
5
] |
STEP 30 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 30/150
- Total posts: 163
- Total citations: 84
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=29, cited=29, status=FLAGGED/ACTI... | Based on the recent activity, Account_6 and Account_7 show consistent patterns of coordination and citation behavior indicative of propagandists. Account_6 has been flagged previously and continues to cite others, suggesting an ongoing role in spreading coordinated narratives. Account_7 was flagged earlier and is still... | [
{
"account_id": 6,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.72
}
] | [
7,
8
] |
STEP 140 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 140/150
- Total posts: 746
- Total citations: 338
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=103, cited=103, status=FLAGGED... | Based on the recent activity, Account_10 has consistently posted original content without citing others, which aligns with its previously flagged status as a potential propagandist. Additionally, Account_1 and Account_3 have shown coordinated amplification behavior by citing other accounts frequently and rapidly, espec... | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.8
}
] | [
2,
6
] |
STEP 65 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 65/150
- Total posts: 341
- Total citations: 157
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=21, cited=0, status=CLEAN/ACTIVE... | Account_3, flagged in step 55 and again in step 60, consistently cites other accounts without posting original content. This pattern suggests it is an amplifier. Given its high citation rate, it is likely amplifying Account_2, who was also flagged in step 60. Additionally, Account_8, flagged in step 60 and again in ste... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
7,
10
] |
STEP 105 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 105/150
- Total posts: 576
- Total citations: 276
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=85, cited=85, status=FLAGGED/A... | Account_1 has shown consistent patterns of citing others' posts while not posting original content. This aligns with the behavior of an amplifier. Additionally, Account_8's pattern of citing others and having a high citation-to-post ratio suggests it might also be an amplifier. Both accounts could be propagandists if t... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
3,
4
] |
STEP 45 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 45/150
- Total posts: 227
- Total citations: 121
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=42, cited=42, status=CLEAN/ACTIV... | Based on the recent activity, Accounts 3 and 6 have shown consistent behavior of posting original content and citing others' posts, which are strong red flags indicative of propagandists. Both accounts have previously been flagged, but there is a strong likelihood they are still involved in coordinated inauthentic beha... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 1,
"confidence": 0.8
}
] | [
3,
6
] |
STEP 35 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 35/150
- Total posts: 192
- Total citations: 93
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=15, cited=0, status=FLAGGED/ACTIV... | Based on the recent activity, Account_10 has consistently cited Account_7's posts since step 28, which aligns with the pattern observed in previous steps where amplifiers quickly cite propagandists' content. Additionally, Account_1's consistent citing of other posts suggests it might be amplifying someone else's conten... | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 1,
"confidence": 0.72
}
] | [
1,
7
] |
STEP 90 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 90/150
- Total posts: 492
- Total citations: 250
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=45, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Account_7 and Account_10 show strong coordination and citation patterns, which aligns with the behavioral red flags of propagandists. Account_7 has been flagged previously and shows consistent citation behavior. Account_10, while less active, has shown similar coordinated citation patterns... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 100 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 100/150
- Total posts: 526
- Total citations: 251
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=34, cited=0, status=CLEAN/ACTI... | Based on the recent activity, Accounts 7 and 8 exhibit coordinated amplification behavior. Both have been cited heavily and consistently across multiple topics, similar to how Account 9 was previously flagged. Their rapid and coordinated citations suggest they are amplifying a single source, likely propagandists. | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
6,
8
] |
STEP 65 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 65/150
- Total posts: 355
- Total citations: 178
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=31, cited=0, status=FLAGGED/ACTI... | Account_1 and Account_8 exhibit coordinated behavior with Account_10 and Account_9, respectively, which is unusual for neutral users. Account_10 and Account_8 have high citation rates that match their flagged status, indicating they are likely amplifiers. Account_1's posts are consistent with coordinated narratives, su... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.8
}
] | [
8,
10
] |
STEP 20 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 20/150
- Total posts: 109
- Total citations: 49
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=9, cited=0, status=CLEAN/ACTIVE
... | Account_3 and Account_2 have shown consistent patterns of coordinated behavior. Both have been active in citing posts from Account_3, and have also posted similar content themes (Urban_Mobility, Shadow_Economy). Additionally, Account_2 has been cited by Account_10, further suggesting a coordinated pattern. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 2,
"confidence": 0.72
}
] | [
3,
4
] |
STEP 50 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 50/150
- Total posts: 267
- Total citations: 137
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=14, cited=0, status=FLAGGED/ACTI... | In the last 50 steps, there are clear signals of coordinated behavior involving amplification and propagation. Account_7 and Account_9 have shown consistent patterns of citing other posts, which aligns with amplification behavior. Account_9 has already been flagged, but Account_7 shows similar citation patterns and cou... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
4,
6
] |
STEP 150 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 150/150
- Total posts: 794
- Total citations: 376
- Total flagged accounts: 10
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=79, cited=0, status=FLAGGED/A... | Based on the recent activity, Accounts 1 and 10 show persistent and coordinated citation patterns with Accounts 2, 3, 9, and 10. This suggests they are amplifying propaganda while maintaining a neutral appearance. Their consistent posting and citing behavior across different topics, especially after detection attempts,... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
1,
7
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 721
- Total citations: 354
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=54, cited=0, status=FLAGGED/AC... | The identified accounts show a pattern of coordinated amplification and post behavior typical of propagandists. Specifically, Account_6 and Account_10 have been consistently citing others' posts while posting original content that mimics the style and topics of the cited sources. This behavior is indicative of coordina... | [
{
"account_id": 6,
"confidence": 0.95
},
{
"account_id": 10,
"confidence": 0.9
}
] | [
3,
9
] |
STEP 25 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 25/150
- Total posts: 140
- Total citations: 63
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.80, posts=20, cited=20, status=FLAGGED/ACTI... | Account_1 and Account_3 have been flagged previously for citing Account_6's posts, which aligns with the behavior of amplifiers. Additionally, Account_1 has consistently cited posts from Account_6 since Step 16, indicating a coordinated pattern. Account_3 also shows similar behavior, citing Account_5's posts since Step... | [
{
"account_id": 1,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
4,
9
] |
STEP 115 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 115/150
- Total posts: 595
- Total citations: 279
- Total flagged accounts: 8
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=51, cited=0, status=FLAGGED/AC... | Account_2 and Account_4 exhibit suspicious citation behavior and lack original content, indicating they may be amplifiers of propagandists. Their consistent pattern of citing others' posts while rarely posting original content further supports this suspicion. | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
5,
6
] |
STEP 70 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 70/150
- Total posts: 384
- Total citations: 190
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.00, posts=64, cited=64, status=CLEAN/ACTIV... | Based on the recent activity, Accounts_3, 6, and 7 have been consistently posting original content and citing other accounts. This pattern suggests they are propagandists, as they are coordinating their efforts to amplify specific narratives. Accounts_6 and 7 have already been flagged at Step 65, so I will focus on Acc... | [
{
"account_id": 3,
"confidence": 0.85
}
] | [
4,
7
] |
STEP 115 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 115/150
- Total posts: 578
- Total citations: 276
- Total flagged accounts: 8
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=48, cited=0, status=FLAGGED/AC... | Based on the recent activity and citation patterns, Accounts 3 and 8 show consistent coordinated behavior with other flagged accounts. Both have been cited by other flagged accounts without any organic posts of their own. Their rapid posting and citation patterns indicate they are likely propagandists amplifying coordi... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
6,
8
] |
STEP 90 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 90/150
- Total posts: 488
- Total citations: 235
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=43, cited=0, status=CLEAN/ACTIVE... | Based on recent activity, Account_3 and Account_4 show clear coordination with propagandists, as evidenced by their consistent pattern of citing and posting similar content to other flagged accounts. This suggests they are amplifying coordinated narratives. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
1,
9
] |
STEP 100 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 100/150
- Total posts: 531
- Total citations: 262
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.70, posts=47, cited=0, status=FLAGGED/AC... | Based on the recent activity, Account_1 and Account_7 show coordinated citation patterns with Account_8 and Account_9. These accounts consistently cite each other's posts across different topics, which is a strong red flag of coordinated inauthentic behavior. Account_1 has been flagged before and continues to cite othe... | [
{
"account_id": 1,
"confidence": 0.95
},
{
"account_id": 7,
"confidence": 0.88
}
] | [
1,
8
] |
STEP 15 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 15/150
- Total posts: 82
- Total citations: 37
- Total flagged accounts: 2
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=9, cited=0, status=CLEAN/ACTIVE
... | Accounts Account_3 and Account_9 have shown suspicious patterns of coordination and rapid citation of posts from other accounts, especially propagandists. Account_3's posts have a strong similarity in topic and tone to propagandist content, while Account_9's recent activity seems to be in line with the coordinated effo... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
3,
6
] |
STEP 80 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 80/150
- Total posts: 407
- Total citations: 208
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=73, cited=73, status=CLEAN/ACTIV... | Based on the recent activity, Account_5 has been consistently cited by Account_3 and Account_10, indicating coordinated behavior. Additionally, Account_3 has been cited multiple times by Account_10 and Account_5, suggesting a coordinated effort to amplify their content. Both of these accounts have high citation rates a... | [
{
"account_id": 5,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
3,
10
] |
STEP 105 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 105/150
- Total posts: 549
- Total citations: 274
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=31, cited=0, status=CLEAN/ACTI... | Based on the recent activity, Account_3 and Account_10 have shown consistent patterns of coordinated behavior, with rapid and reliable citation of other accounts' posts. Account_3 has been posting about climate_change, which is a topic often associated with coordinated amplification. Account_10 has also cited consisten... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
3,
6
] |
STEP 5 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 5/150
- Total posts: 25
- Total citations: 11
- Total flagged accounts: 0
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.20, posts=2, cited=0, status=CLEAN/ACTIVE
Ac... | Account_3 and Account_8 have demonstrated coordinated citation behavior with Account_6, which is a red flag for potential coordination among propagandists and amplifiers. Both accounts have consistently cited Account_6's posts, creating a clear pattern of coordinated amplification. | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 8,
"confidence": 0.72
}
] | [
1,
5
] |
STEP 5 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 5/150
- Total posts: 26
- Total citations: 9
- Total flagged accounts: 0
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=3, cited=0, status=CLEAN/ACTIVE
Acc... | Based on the recent activity, Account_7 has consistently cited other accounts without posting original content. This behavior aligns with the definition of an amplifier. Additionally, Account_3 has shown coordinated amplification by citing Account_7's posts in step 3. Together, these behaviors suggest that Account_7 ma... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 3,
"confidence": 0.72
}
] | [
5,
6
] |
STEP 75 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 75/150
- Total posts: 408
- Total citations: 205
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=29, cited=0, status=CLEAN/ACTIVE... | Account_3 and Account_4 have been consistently cited by Account_5, who was previously flagged and known to be an amplifier. This pattern of coordinated citation suggests that Account_5 is likely propagandizing Account_3 and Account_4. Additionally, Account_4 has recently cited Account_8, which was previously flagged as... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.8
}
] | [
2,
5
] |
STEP 100 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 100/150
- Total posts: 521
- Total citations: 259
- Total flagged accounts: 6
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.50, posts=47, cited=0, status=FLAGGED/AC... | Based on the recent activity, Accounts_2 and Account_6 have been consistently cited by propagandists across multiple steps. This coordinated pattern, along with their high citation rates, strongly suggests they are amplifying propagandists' content. Furthermore, Account_2 has been flagged before for similar behavior. | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 6,
"confidence": 0.72
}
] | [
4,
10
] |
STEP 55 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 55/150
- Total posts: 288
- Total citations: 146
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.40, posts=13, cited=0, status=CLEAN/ACTIVE... | Account_2 has been flagged for citing consistently after posting from Account_5, which is a strong red flag. Additionally, Account_9's pattern of citing consistent posts suggests it may also be amplifying propagandists. Both account IDs have high citation rates and should be flagged. | [
{
"account_id": 2,
"confidence": 0.85
},
{
"account_id": 9,
"confidence": 0.72
}
] | [
2,
10
] |
STEP 135 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 135/150
- Total posts: 710
- Total citations: 363
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.90, posts=121, cited=121, status=CLEAN/A... | Based on the recent activity and citation patterns, Account_3 has been consistently cited by other accounts without posting original content, indicating potential amplification. Additionally, Account_10 has shown a pattern of citing others' posts without any sign of posting original content. This aligns with the behavi... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
3,
6
] |
STEP 60 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 60/150
- Total posts: 340
- Total citations: 165
- Total flagged accounts: 3
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=1.10, posts=56, cited=56, status=CLEAN/ACTIV... | Based on the recent activity, Account_10 has been consistently citing Account_6's posts since Step 50. This pattern of coordinated citation, coupled with Account_6's consistent posting of Healthcare-related content, strongly indicates that Account_10 is amplifying Account_6's propaganda. Additionally, Account_6 has rec... | [
{
"account_id": 10,
"confidence": 0.85
},
{
"account_id": 4,
"confidence": 0.72
}
] | [
6,
10
] |
STEP 55 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 55/150
- Total posts: 301
- Total citations: 146
- Total flagged accounts: 5
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.60, posts=32, cited=0, status=FLAGGED/ACTI... | Based on the recent activity, Account_7 and Account_10 exhibit coordinated behavior by consistently citing and posting content related to economic growth and climate change, respectively. This pattern suggests they are likely propagandists coordinating their posts. Additionally, Account_2 has a consistent history of ci... | [
{
"account_id": 7,
"confidence": 0.85
},
{
"account_id": 10,
"confidence": 0.72
}
] | [
1,
7
] |
STEP 120 REVIEW OBSERVATION
============================================================
EPISODE SUMMARY:
- Steps completed: 120/150
- Total posts: 631
- Total citations: 326
- Total flagged accounts: 4
- Burned accounts: 0
SUSPICION TRACKER (all accounts):
Account_1: rate=0.30, posts=38, cited=0, status=CLEAN/ACTI... | Based on the recent activity, Account_3 and Account_7 exhibit coordinated amplification behaviors. Both have consistently cited other posts from propagandists without generating original content. Additionally, they maintain similar citation patterns across different topics, suggesting they are likely amplifying the sam... | [
{
"account_id": 3,
"confidence": 0.85
},
{
"account_id": 7,
"confidence": 0.8
}
] | [
3,
7
] |
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