Telegram RegisterThe public register of Telegram
Telegram profile photo for UPSC LAW Optional

Channel

UPSC LAW Optional

@UPSC_LAW_Optionals

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

13,031subscribers

-567 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1001401792290
TypeChannel
Username@UPSC_LAW_Optionals
CreatedBetween 1 February 2019 and 31 October 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live6 November 2026
Measurements held58
Confirmed unchanged1 time, most recently 6 November 2026
On Telegramt.me/UPSC_LAW_Optionals

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 10 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 the other topics.

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 4 other registered channels. 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 (4 of the pairs behind the counts below)
Posted firstThenOverlapGap
@Court_judge_adv/218712 Jul 2026, 09:43 UTC@UPSC_LAW_Optionals/8200 · this entry12 Jul 2026, 09:43 UTC1.00under a minute
@Indian_Judiciary_Preparation/800631 Jul 2026, 13:31 UTC@UPSC_LAW_Optionals/8208 · this entry31 Jul 2026, 13:32 UTC1.00under a minute
@UPSC_LAW_Optionals/8208 · this entry31 Jul 2026, 13:32 UTC@Law4CivilServices/705231 Jul 2026, 13:32 UTC1.00under a minute
@UPSC_LAW_Optionals/8208 · this entry31 Jul 2026, 13:32 UTC@Law_For_CivilServices/546231 Jul 2026, 13:32 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@Court_judge_adv16 (8/8 hand-verifiable sample passed)1.00under a minute@Court_judge_adv (10–6)
@Indian_Judiciary_Preparation6 (6/6 hand-verifiable sample passed)1.0072 seconds@Indian_Judiciary_Preparation (5–1)
@Law4CivilServices6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (6–0)
@Law_For_CivilServices6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (6–0)

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 3 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 18 comparable posts for this entry, running 25 June 2026 to 5 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 5, the earliest publisher we hold is @UPSC_LAW_Optionals — which is this entry. 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 4 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

13,03113,59813,314.57 August 2026 — 13,598 subscribers7 August 2026 — 13,598 subscribers8 August 2026 — 13,589 subscribers9 August 2026 — 13,579 subscribers10 August 2026 — 13,575 subscribers11 August 2026 — 13,561 subscribers12 August 2026 — 13,555 subscribers13 August 2026 — 13,556 subscribers15 August 2026 — 13,545 subscribers16 August 2026 — 13,534 subscribers17 August 2026 — 13,522 subscribers18 August 2026 — 13,508 subscribers19 August 2026 — 13,505 subscribers20 August 2026 — 13,499 subscribers21 August 2026 — 13,486 subscribers22 August 2026 — 13,476 subscribers24 August 2026 — 13,465 subscribers25 August 2026 — 13,460 subscribers26 August 2026 — 13,458 subscribers27 August 2026 — 13,451 subscribers28 August 2026 — 13,446 subscribers29 August 2026 — 13,442 subscribers30 August 2026 — 13,439 subscribers31 August 2026 — 13,436 subscribers1 September 2026 — 13,427 subscribers2 September 2026 — 13,417 subscribers5 September 2026 — 13,400 subscribers8 September 2026 — 13,375 subscribers11 September 2026 — 13,354 subscribers13 September 2026 — 13,350 subscribers15 September 2026 — 13,345 subscribers17 September 2026 — 13,337 subscribers19 September 2026 — 13,324 subscribers26 September 2026 — 13,273 subscribers4 October 2026 — 13,225 subscribers9 October 2026 — 13,188 subscribers13 October 2026 — 13,165 subscribers14 October 2026 — 13,157 subscribers15 October 2026 — 13,150 subscribers16 October 2026 — 13,147 subscribers17 October 2026 — 13,143 subscribers18 October 2026 — 13,134 subscribers19 October 2026 — 13,126 subscribers21 October 2026 — 13,123 subscribers22 October 2026 — 13,118 subscribers23 October 2026 — 13,109 subscribers24 October 2026 — 13,097 subscribers25 October 2026 — 13,093 subscribers26 October 2026 — 13,091 subscribers27 October 2026 — 13,083 subscribers28 October 2026 — 13,075 subscribers30 October 2026 — 13,068 subscribers31 October 2026 — 13,055 subscribers2 November 2026 — 13,053 subscribers3 November 2026 — 13,049 subscribers4 November 2026 — 13,045 subscribers5 November 2026 — 13,042 subscribers6 November 2026 — 13,031 subscribers7 August 20266 November 2026
58 measurements spanning 90 days, net -567. 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 12,946–13,683 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 58
Measured (UTC)SubscribersChange
6 Nov 2026, 02:1713,031-11
5 Nov 2026, 00:2113,042-3
4 Nov 2026, 01:2913,045-4
3 Nov 2026, 00:1113,049-4
2 Nov 2026, 00:2813,053-2
31 Oct 2026, 23:3113,055-13
30 Oct 2026, 20:2013,068-7
28 Oct 2026, 17:4813,075-8
27 Oct 2026, 17:5713,083-8
26 Oct 2026, 14:3413,091-2
25 Oct 2026, 13:3913,093-4
24 Oct 2026, 14:2513,097-12
23 Oct 2026, 10:5613,109-9
22 Oct 2026, 09:5813,118-5
21 Oct 2026, 01:4513,123-3
19 Oct 2026, 21:2613,126-8
18 Oct 2026, 21:4513,134-9
17 Oct 2026, 18:0813,143-4
16 Oct 2026, 17:1013,147-3
15 Oct 2026, 17:3813,150first reading

Engagement

47 posts held, back to 25 June 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 56 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
2.38%
avg views ÷ 13,031 subscribers
Avg views / post
310
5 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
5
of 47 held

ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.

ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.

What these figures were computed from
WindowRolling 30 days · latest post in window 29 October 2026
Posts held47 (25 June 2026 – 29 October 2026)
Views total1,548
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken5 Nov 2026, 18:40 UTC

Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.

Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.

Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 5 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

29 Oct 2026, 07:44 UTC141 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

‎Follow the Supreme Court Cases channel on WhatsApp https://whatsapp.com/channel/0029Va6jw6r7tkj8TB3xAO1A Join us

20 Oct 2026, 10:14 UTC296 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_PreparationPhoto

🚨 BIHAR APO MAINS Test Series- GOAT of all series The Mains race starts before the result! ⏳ Don’t wait until the shortlist to begin Answer Writing. Your speed, structure & presentation can decide your selection! 🎉 VIJAYADASHAMI SPECIAL OFFER 🎓 Existing Students: ₹4,000 | Code: ALUMNI 🔥 Others: ₹5,000 | Code: VIJAY ⚖️ 30-Test 12 Sectionals 14 Full Lengths 04 Language To find more Details and Download Prospectus Vis…

12 Oct 2026, 05:59 UTC350 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

https://t.me/+lxlLLvTwUFcxMjk1

7 Oct 2026, 15:53 UTC408 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*Law PDFs* https://whatsapp.com/channel/0029Vb5n2yY1nozEJ0dptH1O *APO Preparation* https://whatsapp.com/channel/0029VasDKyYC6ZvnJAtZEJ23 *Law Students* https://whatsapp.com/channel/0029Vb5qvAuBadmb3FTIll1e *Civil Judge* https://whatsapp.com/channel/0029Vax8SyX8KMqoGvi0RA27 *Law For Civil Services* https://whatsapp.com/channel/0029VasTfge1Xquf4u0M7f0j *Delhi Judiciary* https://whatsapp.com/channel/0029VasWkNu30LK…

7 Oct 2026, 11:46 UTC353 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_PreparationPhoto

प्रिय अभ्यर्थियों, नमस्कार, यदि आप RPSC APO 2026 मुख्य परीक्षा में शामिल हों रहें हैं तो RAS 2023, 2024, APO 2024 और AEn 2024 में सर्वाधिक हू-ब-हू प्रश्न अभ्यास कार्यक्रम से छपने के उपरांत अब Smriti Civil Services आपके लिए लेकर आया है द्वितीय प्रश्नपत्र हिन्दी भाषा के लिए संकल्प (Ranker) निःशुल्क 100 दिवसीय सुनियोजित अभ्यास कार्यक्रम 📚 जिसके अंतर्गत आप सुनियोजित शैड्यूल अनुसार अध्ययन एवं अभ्यास क…

2 Oct 2026, 12:42 UTC363 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

https://t.me/+lxlLLvTwUFcxMjk1

25 Sept 2026, 15:36 UTC465 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*🛡️Retired Judge* ♟️At any time, the chief justice of India can request a retired judge of the Supreme Court or a retired judge of a high court (who is duly qualified for appointment as a judge of the Supreme Court) to act as a judge of the Supreme Court for a temporary period. ♟️He can do so only with the previous consent of the president and also of the person to be so appointed. ♟️Such a judge is entitled to su…

25 Sept 2026, 15:36 UTC404 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

🛡️ *Freedom to manage religious affairs (Article 26)* ♟️Every religious denomination or its sections has the freedom to manage its own affairs ♟️It can establish and maintain institutions for religions and charitable purposes ♟️It can own and acquire movable and immovable property ♟️It has the right to administer such property in accordance with laws ♟️ *Article 25* individual rights ♟️ *Article 26* Protects collec…

25 Sept 2026, 15:23 UTC375 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*State of WB V. Jai Hind Pvt Ltd (2026 SC)* Facts: 1. S.57A of the WBEA Act, 1953 provides that, “The State government may by order invest any authority with all the powers of a civil court under CPC”. 2. The State of WB, in exercise of its power u/S.57A vested the Revenue Authorities with all the powers of a civil court under CPC. 3. The issue before the SC is: whether the Revenue Authorities can Review its own ord…

24 Sept 2026, 08:57 UTC327 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*Article 371 to Article 371J* Trick- Mahatama Gandhi ka NAM Aa gya Sikko, Mudrao Aur Government Ke docs per ✅M & G: Maharashtra and Gujarat ( 371) ✅N : Nagaland ( 371A ) ✅A : Assam ( 371B ) ✅M : Manipur ( 371C ) ✅A : Andhra Pradesh ( 371 D&E ) ✅S : Sikkim ( 371F) ✅M : Mizoram ( 371G) ✅A : Arunachal ( 371H) ✅G : Goa ( 371I) ✅K : Karnataka ( 371J)

21 Sept 2026, 16:02 UTC371 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*🛡️Directive Principles Of State policy DPSP* ♟️The constitution of India aims to establish not only political democracy but also socioeconomic justice to the people to establish a welfare state. ♟️These provisions are given in Part IV of Indian Constitution. ♟️Directive Principles of state policy are in the form of instructions to the governments at the centre as well as states. ♟️Though these principles are non…

15 Sept 2026, 01:19 UTC472 viewsread 5 November 2026
Forwarded from @Indian_Judiciary_Preparation

*🛡️The preamble of Indian Constitution* The Preamble of the Indian Constitution is a brief introductory statement that sets out the guiding purposes, principles, and philosophy of the Constitution. It reflects the aspirations and values of the people of India. *💎The Preamble* "WE, THE PEOPLE OF INDIA, having solemnly resolved to constitute India into a SOVEREIGN SOCIALIST SECULAR DEMOCRATIC REPUBLIC and to secure…

Showing the 12 most recent of 47 posts we hold for @UPSC_LAW_Optionals. 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.

Posts recorded as deleted after publishing

We recorded 4 posts on @UPSC_LAW_Optionals as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.

A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.

First seen missing
30 August 2026
Most recent seen missing
2 September 2026
Median time before seen missing
10 days
Seen missing in the last 30 days
0

Forward network

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

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 6 November 2026 — this entry's latest reading, not the date you are reading this.

“UPSC LAW Optional” (@UPSC_LAW_Optionals), 13,031 subscribers as measured 6 November 2026. Telegram Register, tgregister.com/channel/UPSC_LAW_Optionals.

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.