3 Jun 2026, 12:52 UTC87 viewsread 6 August 2026
"แชแแแฝแ แฅแตแฐแ แแ แฅแแตแญแ"๐ง https://youtube.com/watch?v=32EyzEM_a1Q&si=t9EBKhrJEGi6W0Qt
Signed ุฑููุจูู ุฒูุฏูููู ุนูููู ู
Content that also appears on other registered channels
Posts published here appear in near-verbatim form on 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. The matching is on the text itself, not on Telegramโs forward marker, so it finds a copy whether or not it was labelled as one.
| Posted first | Then | Overlap | Gap |
|---|---|---|---|
| @askomame/4446 ยท this entry15 Dec 2024, 14:08 UTC | @hidayaislam/191415 Dec 2024, 14:08 UTC | 1.00 | under a minute |
| @hidayaislam/191622 Dec 2024, 14:44 UTC | @askomame/4448 ยท this entry22 Dec 2024, 14:44 UTC | 1.00 | under a minute |
| @askomame/4450 ยท this entry24 Jun 2025, 05:29 UTC | @hidayaislam/191724 Jun 2025, 05:29 UTC | 1.00 | under a minute |
| @askomame/4452 ยท this entry3 Jul 2025, 14:50 UTC | @hidayaislam/19193 Jul 2025, 14:50 UTC | 1.00 | under a minute |
| @askomame/4457 ยท this entry14 Jan 2026, 04:26 UTC | @hidayaislam/192714 Jan 2026, 04:26 UTC | 1.00 | under a minute |
| Channel | Matching posts | Text overlap | Typical gap | Published first |
|---|---|---|---|---|
| @hidayaislam | 8 (8/8 hand-verifiable sample passed) | 1.00 | under a minute | @hidayaislam (7โ1) |
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp โ in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 7 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.
โPublished firstโ means first in this corpus. We hold 11 comparable posts for this entry, running 15 December 2024 to 12 May 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detectorโs own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
- Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
- 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
- shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
- Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Of the group of 2 channels, the one whose matching posts we hold earliest is @askomame โ which is this entry. That is a statement about our reading window, not a claim of authorship.