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Channel

SPM Sumberpendidikan

@spmbahandansoalan

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Posts · Citations · Cite this entry

4,275subscribers

-37 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001485502470
TypeChannel
Username@spmbahandansoalan
CreatedBetween 1 April 2019 and 30 September 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live18 September 2026
Measurements held13
Confirmed unchanged1 time, most recently 18 September 2026
On Telegramt.me/spmbahandansoalan

Topic

Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear word for word on 6 other registered channels. They sit inside a group of 8 channels that share the same post bodies with each other. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@pt3soalandanbahan/1764 Jun 2026, 01:40 UTC@spmbahandansoalan/358 · this entry4 Jun 2026, 01:41 UTC1.00under a minute
@spmbahandansoalan/359 · this entry6 Jun 2026, 23:50 UTC@pt3soalandanbahan/1776 Jun 2026, 23:51 UTC1.00under a minute
@spmbahandansoalan/360 · this entry10 Jun 2026, 02:11 UTC@pt3soalandanbahan/17910 Jun 2026, 02:11 UTC1.00under a minute
@spmbahandansoalan/364 · this entry19 Jun 2026, 07:08 UTC@pt3soalandanbahan/18319 Jun 2026, 07:08 UTC1.00under a minute
@pt3soalandanbahan/1899 Jul 2026, 00:31 UTC@spmbahandansoalan/369 · this entry15 Jul 2026, 09:56 UTC1.006 days
@spmbahandansoalan/372 · this entry24 Jul 2026, 00:52 UTC@pt3soalandanbahan/19124 Jul 2026, 00:53 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@pt3soalandanbahan15 (8/8 hand-verifiable sample passed)1.00under a minute@pt3soalandanbahan (87)
@UpsaUasaCgGorgeous13 (8/8 hand-verifiable sample passed)1.00under a minute@UpsaUasaCgGorgeous (85)
@RPTRPHKSSM12 (8/8 hand-verifiable sample passed)1.0072 seconds@RPTRPHKSSM (93)
@RPTRPHKSSR11 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (65)
@prasekolahtadika10 (8/8 hand-verifiable sample passed)1.004 minutes@prasekolahtadika (73)
@notatemudugaspp5 (5/5 hand-verifiable sample passed)1.00under a minutethis entry (41)

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 — 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 38 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.

“Published first” means first in this corpus. We hold 20 comparable posts for this entry, running 4 June 2026 to 3 August 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 detector’s 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).

Across the whole group of 8, the earliest publisher we hold is @RPTRPHKSSM. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_mutual · clone_source, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 7 other registered channels, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

4,2754,3124,293.56 August 2026 — 4,312 subscribers6 August 2026 — 4,312 subscribers10 August 2026 — 4,307 subscribers13 August 2026 — 4,306 subscribers16 August 2026 — 4,307 subscribers23 August 2026 — 4,306 subscribers25 August 2026 — 4,304 subscribers29 August 2026 — 4,293 subscribers1 September 2026 — 4,288 subscribers5 September 2026 — 4,285 subscribers9 September 2026 — 4,280 subscribers13 September 2026 — 4,276 subscribers18 September 2026 — 4,275 subscribers6 August 202618 September 2026
13 measurements spanning 42 days, net -37. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 4,269–4,318 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
18 Sept 2026, 05:574,275-1
13 Sept 2026, 21:574,276-4
9 Sept 2026, 23:394,280-5
5 Sept 2026, 01:394,285-3
1 Sept 2026, 04:144,288-5
29 Aug 2026, 07:474,293-11
25 Aug 2026, 22:474,304-2
23 Aug 2026, 03:384,306-1
16 Aug 2026, 14:594,307+1
13 Aug 2026, 08:044,306-1
10 Aug 2026, 02:414,307-5
6 Aug 2026, 21:444,312no change
6 Aug 2026, 21:324,312first reading

Engagement

20 posts held, back to 4 June 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 5 pages of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 3 August 2026. An engagement rate over an empty window would be a number about nothing.

Recent posts

3 Aug 2026, 03:23 UTC473 viewsread 8 August 2026

SPM Tingkatan 5 SPM Pakej Teras Wajib – https://tpaper.my/y75jr9wy SPM : Pakej Aliran STEM (Sains Tulen) – https://tpaper.my/mwuyawm2 SPM : Pakej Aliran Sains Gunaan – https://tpaper.my/ycxv97b8 SPM : Pakej Aliran Perniagaan – https://tpaper.my/2p8rbej5 SPM : Pakej Aliran Kemanusiaan dan Sastera Ikhtisas - https://tpaper.my/yckje9ar Biologi Tingkatan 5 - https://tpaper.my/yckj66ra Sains Rumah Tangga Tingkatan 5 : P

1 Aug 2026, 06:18 UTC589 viewsread 8 August 2026

UASA SMK 2026 Soalan dan Skema jawapan disediakan. Edisi ibu bapa format pdf dan tiada JSU untuk guru. Jika memerlukan JSU dan format word, pilih edisi guru. Matematik dan Sains dalam DLP. Ada subjek mempunyai pilihan JSI. Bahasa Melayu Tingkatan 1 – https://tpaper.my/y72a92zt Bahasa Melayu Tingkatan 2 - https://tpaper.my/2p8cd57c Bahasa Melayu Tingkatan 3 - https://tpaper.my/ycks5zdf Bahasa Melayu Tingkatan 4 – ht

30 Jul 2026, 01:05 UTC634 viewsread 8 August 2026

Microsoft Elevate Expert Educator (MEEE) 4 kursus dalam microsoft learn boleh diisi dalam hrmis iaitu 🔅Elevate Educator - Explorer (AI) - 1 jam 🔅Elevate Educator - Explorer (General) - 4 jam 🔅Elevate Educator - Expert (AI) - 5jam 🔅Elelvate Educator - Expert (General) - 2 jam Bantuan dan pertanyaan di - wasap di www.wasap.my/60145096338/KursusdalamMEEE

29 Jul 2026, 03:06 UTC752 viewsread 8 August 2026

MATRIKS PEMBELAJARAN TAHUN 4 MODUL PENGUKUHAN SOALAN BAHAGIAN C BAHASA MELAYU ✅Soalan disusun berdasarkan Matrik Pembelajaran ✅ Merangkumi 9 tema utama buku teks ✅ Latihan berfokus untuk meningkatkan kemahiran menulis jawapan yang cemerlang ✅ Sesuai digunakan oleh murid Tahun 4, Tahun 5 dan Tahun 6 ✅ Membantu guru membuat persediaan dan pentaksiran PBD ✅ Susunan modul yang menarik, mudah difahami dan mesra murid B

28 Jul 2026, 02:11 UTC738 viewsread 8 August 2026

Slot terhad bagi julai ‼️‼️ Slot bagi kursus 1) Gemini Ai 2) Google Certified Educator Level 1 3) Google Certified Educator Level 2 Bilangan jam dapat claim dalam hrmis👍 1) gemini - 5 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Total 21 jam hrmis. 🚀Sijil ini valid 3 tahun. Jd 3 tahun dapat diisi dalam Program Pembangunan Kompetensi PPK Hrmis. 🚀Siap dalam 24 jam. 🚀Akan terima sijil selepas 10 jam selesai. 🫣Ta

24 Jul 2026, 00:52 UTC≈1,040 viewsread 8 August 2026

Kursus Online Gemini Educator dan Google Certified Educator Level 1 dan 2(GCE Level 1 dan 2) dalam masa sehari Boleh digunakan untuk mengisi program pembangunan kompetensi PPK dalam hrmis. Bilangan jam dapat claim dalam hrmis👍 1) gemini - 5 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Siap dalam 24 jam. Akan terima sijil selepas 10 jam selesai. Tak perlu pening kepala. Minda lebih tenang. 🫵🫵Panduan dan bantu

21 Jul 2026, 00:52 UTC≈1,120 viewsread 8 August 2026

Nk penuhkan 40 jam kursus hrmis program pembangunan kompetensi (PPK) dalam setahun atau 20 jam sebelum jun 2026 berakhir Kursus Online Gemini Educator dan Google Certified Educator Level 1 dan 2(GCE Level 1 dan 2) dalam masa sehari ‼️ Bilangan jam dapat claim dalam hrmis👍 1) gemini - 5 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Siap dalam 24 jam. Akan terima sijil selepas 10 jam selesai. Tak perlu pening k

18 Jul 2026, 04:57 UTC≈1,170 viewsread 8 August 2026

Matriks Pembelajaran Tahun 4 2026. Kombo MPT4 DLP SK Tahun 4 : Pentaksiran Matriks Pembelajaran Malaysia – https://tpaper.my/2p8837f7 Kombo MPT4 SK Tahun 4 : Pentaksiran Matriks Pembelajaran Malaysia – https://tpaper.my/muwpp9s5 Matematik Tahun 4 : Pecutan Skor MPT4 100 Soalan Matematik – https://tpaper.my/ydpd77hm Bahasa Melayu Tahun 4 : Pecutan Skor MPT4 100 Soalan Pemahaman (Bahagian A & 😎 – https://tpaper.my/3pj

15 Jul 2026, 09:56 UTC≈1,030 viewsread 8 August 2026

Slot Julai kini dibuka Nk penuhkan 40 jam kursus hrmis program pembangunan kompetensi (PPK) dalam setahun atau 20 jam sebelum jun 2026 berakhir Kursus Online Gemini Educator dan Google Certified Educator Level 1 dan 2(GCE Level 1 dan 2) dalam masa sehari ‼️ Bilangan jam dapat claim dalam hrmis👍 1) gemini - 5 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Siap dalam 24 jam. Akan terima sijil selepas 10 jam sel

3 Jul 2026, 00:35 UTC≈1,410 viewsread 8 August 2026

Set Ulangkaji Akhir Tahun (UASA) 2025 17 set soalan aneka subjek Tahun 1 - Tahun 6 Tahun 1 - 16 set soalan Tahun 2/3 - 17 set soalan Tahun 4 5 6 - 23 Set soalan Lengkap pelbagai subjek mengikut tahun Siap dengan jawapan Order di https://cikgu.onpay.my/order/form/ULANGKAJIUJIANAKHIR/promosi www.wasap.my/60145096338/SetUlangkajiAkhirTahunKssr 🎁Himpunan Bahan Kafa di - https://t.me/bahankafa 🎁Bahan 2026 ikut penta

25 Jun 2026, 23:46 UTC≈1,530 viewsread 8 August 2026

Capai 21 jam kursus hrmis progr pembangunan kompetensi sebelum jun 2026 berakhir Kursus Online Gemini Educator dan Google Certified Educator Level 1 dan 2(GCE Level 1 dan 2) dalam masa sehari ‼️ Bilangan jam dapat claim dalam hrmis👍 1) gemini - 5 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Siap dalam 24 jam. Akan terima sijil selepas 10 jam selesai. Tak perlu pening kepala. Minda lebih tenang. 🫵🫵Panduan dan

23 Jun 2026, 12:02 UTC≈1,400 viewsread 8 August 2026

Terhad 20 slot sahaja lagi sehingga akhir jun. Kursus Online Gemini Educator dan Google Certified Educator Level 1 dan 2(GCE Level 1 dan 2) dalam masa sehari ‼️ Bilangan jam dapat claim dalam hrmis👍 1) gemini - 3 jam 2) gce level 1 - 8 jam 3) gce level 2 - 8 jam Siap dalam 24 jam. Akan terima sijil selepas 10 jam selesai. Tak perlu pening kepala. Minda lebih tenang. 🫵🫵Panduan dan bantuan di www.wasap.my/601450963

Showing the 12 most recent of 20 posts we hold for @spmbahandansoalan. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Mentions

Named by 2 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.

Named by

Channels on the register whose posts name this channel's handle.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 18 September 2026 — this entry's latest reading, not the date you are reading this.

“SPM Sumberpendidikan” (@spmbahandansoalan), 4,275 subscribers as measured 18 September 2026. Telegram Register, tgregister.com/channel/spmbahandansoalan.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.