Claim

China Telecom sells access to 142 AI models in the manner of a mobile data plan.

Type OBSERVATIONAL · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 2823

Referenced 189 times: checked 5, looked up by assistants 0, viewed 115, shared 69. A count of attention, not evidence.

Topics

AI · 03192ed8 Business · 03192ed8

Assessment

Supported

Score: 0.9997 under ledger-default@0.3.0 at snapshot 27745

3 of 4 review checks done · 3 counted

5 independent evidence lineages · review checks 3 of 4 · stability HIGH

Main unresolved issue: 8 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:870d800b-950b-867b-8cb6-ce5f0af26414

Not yet independently audited.A quoted passage from digitaltoday.co.kr was not found on the page when Galedra fetched it.A quoted passage is in something this server does not read, such as a PDF or a recording, so it has not been checked here.

Why?

Strongest counted support: DigitalToday reports that China Telecom offers nationwide token packages and that its Xingchen Token Hub hosts 142 large language models. weight 1.800000 evidence

Suppressed as dependent: Communications Today reports China Telecom sells monthly token packages resembling mobile data buckets.; The transcription says China Telecom sells access to 142 AI models like a mobile data plan.

Review gaps: independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Supported.

Hide calculation

0.9997 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 3 of 4 · stability HIGH · 9 sources, 5 independent lineages

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:64af52a82265a8e5abba3c28acb8e859baeaa732d9eb2686f6b84beeb0767794

Last changed at entry seq 12805; nothing logged since has borne on this claim.

How the number was reached

Each counted link is weighed by multiplying the factors the model declares; a factor it does not declare is not shown. Every factor name below links to what that number means.

Link	Working	Weight	Counted as
30a0f246 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	0.000000 (dependent strongest only, kept 8179e8ce)
c3e0f905 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000
28df03ef support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	1.800000
c9adc168 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000 (dependent strongest only, kept c3e0f905)
54baff2e support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	1.800000
ac97afa3 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	1.800000
c036d8b3 support	relevance WEAK 0.2 × observation HEARSAY 0.1 × interpretation 2 steps, 1 − 0.15 × 2 0.700000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000
2accb838 support	relevance STRONG 1.2 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.918000	0.918000
8179e8ce support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	1.800000

prior 0.50 → log-odds 0.000000 + 8.118000 (the counted weights) = 8.118000 → probability 0.9997

Under neighbouring settings of the same model: 0.9966 to 1.0000, a spread of 0.0034.

Half-even rounding, six places for weights and four for the probability. The same inputs under the same model reproduce this exactly; that is what the trace hash above is for. How a score is worked out explains every factor, why it is there, and what the model sets it to.

Your view

Registered views

Nobody has registered a view yet.

Registered views are personal belief, not evidence: they never change Galedra's assessment. Affiliations are self-declared and shown only for groups of 5 or more.

Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

“China Telecom sells access to 142 AI models in the manner of a mobile data plan.” · 1 claim · 28 September 2026
“China Telecom sells access to 142 AI models in the manner of a mobile data plan.” · 1 claim · 28 September 2026
“China Telecom sells access to 142 AI models in the manner of a mobile data plan.” · 1 claim · 28 September 2026
“China Telecom sells access to 142 AI models in the manner of a mobile data plan.” · 1 claim · 20 September 2026
“The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 25 claims · 20 September 2026

Evidence for

Diamandis says China Telecom sells access to 142 AI models like a data plan.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance WEAK Steps 2 Counted
China Telecom's TokenHub platform offers subscriptions on 142 large models.

From How China is turning AI tokens into everyday consumer rewards Read 2026-09-20 Relevance STRONG Steps 1 Counted

The 142-model figure is confirmed for China Telecom's TokenHub subscription platform. The "mobile data plan" comparison is the article's analogy rather than a formal product description. The same source separately documents the credit-card-style AI token rewards and a dumpling-restaurant token promotion described in neighbouring claims.
The passage says China Telecom sells access to 142 AI models like a mobile data plan.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted

Verbatim.
The transcription says China Telecom sells access to 142 AI models like a mobile data plan.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted
MTN Consulting reports China Telecom’s Xingchen TokenHub hosts 142 large language models.

From China's telcos turn AI tokens into enterprise revenue Read 2026-09-28 Relevance DIRECT Steps 0 Counted
Communications Today reports China Telecom sells monthly token allowances resembling mobile data buckets.

From China Telecom posts weak 1H26 as AI push intensifies Read 2026-09-28 Relevance DIRECT Steps 0 Counted
Communications Today reports China Telecom sells monthly token packages resembling mobile data buckets.

From China Telecom posts weak 1H26 as AI push intensifies Read 2026-09-28 Relevance DIRECT Steps 0 Counted

Directly supports the mobile-data-plan aspect of the claim; the 142-model count is documented separately.
China Telecom’s own investor FAQ states that its Xingchen TokenHub brought together 142 large models in an integrated token operation platform, supporting the claim’s core model-access figure and platform framing.

From China Telecom Corporation Limited Investor FAQs Read 2026-09-29 Relevance DIRECT Steps 0 Counted
DigitalToday reports that China Telecom offers nationwide token packages and that its Xingchen Token Hub hosts 142 large language models.

From China's big three telecom firms bet on 'token factory' strategy as AI revenue grows Read 2026-09-28 Relevance DIRECT Steps 0 Counted

Contemporary reporting attributes the platform details to China Telecom’s first-half 2026 disclosures.

Evidence against

None.

Qualifications

None.

Suppressed as dependent

Evidence	Group	Kept instead
1b47bef1		8179e8ce
00141853		c3e0f905

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

None. Edges are stored and displayed; v0.1 does not propagate probability across them.

Review checklist

Review checks: 3 of 4

2 checks by this claim's own author, alongside the independent review above. 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	yes	9befec53
opposing search done	yes	88d85bd2
independence reviewed	no
primary source reviewed	yes	54baff2e

Summary

Supported. The main support is: DigitalToday reports that China Telecom offers nationwide token packages and that its Xingchen Token Hub hosts 142 large language models. 6e22f4a1

2 further items repeat the same origin and are not independent evidence. 1b47bef100141853

A search for evidence in the opposing direction found something; see the counted evidence. 88d85bd2

Review checks: 3 of 4. coverage:870d800b-950b-867b-8cb6-ce5f0af26414

Generated by stub-v0.1; every sentence cites graph ids.

Contribution history

seq	event	detail
2823	APPENDED
2824	ACCEPT	AUTOMATIC_AFTER_VALIDATION
2957	LINK_EVIDENCE	by 03192ed8 (accepted)
4456	LINK_EVIDENCE	by 03192ed8 (accepted)
6596	TASK_RESULT	by 8b5e81bf (accepted)
8228	TASK_RESULT	by 1efd24fe (accepted)
10660	TASK_RESULT	by 1efd24fe (accepted)
10732	LINK_EVIDENCE	by 1efd24fe (accepted)
12067	LINK_EVIDENCE	by 1efd24fe (accepted)
12804	LINK_EVIDENCE	by 1efd24fe (accepted)

Score trace

{
  "claim": "870d800b-950b-867b-8cb6-ce5f0af26414",
  "links": [
    {
      "kept": "d41443af-fbbd-8aba-b1f7-35f38179e8ce",
      "link": "2999e792-5f89-8204-a6fd-84d830a0f246",
      "group": null,
      "reason": "dependent_strongest_only",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "7938e1fe-258e-87be-b6a8-0f4e1b47bef1",
      "direction": "SUPPORT",
      "magnitude": "1.800000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 0
    },
    {
      "link": "59ac6e10-a6a9-89ae-8580-fb03c3e0f905",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "66915a91-a5a0-8397-8409-21e5d157df43",
      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "SELF",
      "observation": "DIRECT_TEXT",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 1
    },
    {
      "link": "5f717798-e480-85cd-85c4-706428df03ef",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "e7a16b91-b3e2-8bde-b8e4-a4b86e22f4a1",
      "direction": "SUPPORT",
      "magnitude": "1.800000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "1.800000",
      "interpretive_steps": 0
    },
    {
      "kept": "59ac6e10-a6a9-89ae-8580-fb03c3e0f905",
      "link": "75a05703-3695-8b90-a974-5163c9adc168",
      "group": null,
      "reason": "dependent_strongest_only",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "5a883efa-5e37-80f1-aff8-8c0000141853",
      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "SELF",
      "observation": "DIRECT_TEXT",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 1
    },
    {
      "link": "8d0299ce-1524-83f6-a7d4-dd9754baff2e",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "edd6ab4b-b995-879e-b6f1-4b382cd7c18b",
      "direction": "SUPPORT",
      "magnitude": "1.800000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "PRIMARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "1.800000",
      "interpretive_steps": 0
    },
    {
      "link": "926fdc39-3d19-81c6-8391-6fb9ac97afa3",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "1a49bca5-f011-835a-9ffc-0d0ca90defee",
      "direction": "SUPPORT",
      "magnitude": "1.800000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "1.800000",
      "interpretive_steps": 0
    },
    {
      "link": "a98245d0-409a-8eb7-837e-37d2c036d8b3",
      "group": "2e2a4412-5473-8129-992a-4b58484fd863",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "c1dff917-0277-8a7e-a486-9ff7a7f85172",
      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "WEAK",
      "extraction": "UNVERIFIED",
      "provenance": "SELF",
      "observation": "HEARSAY",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 2
    },
    {
      "link": "cc23fdd3-0070-8b4b-8e83-804b2accb838",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "af5548e6-199e-8931-b4d5-e04c0e41f98d",
      "direction": "SUPPORT",
      "magnitude": "0.918000",
      "relevance": "STRONG",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.918000",
      "interpretive_steps": 1
    },
    {
      "link": "d41443af-fbbd-8aba-b1f7-35f38179e8ce",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "30dd02f0-d620-86fa-8dba-8ef842150539",
      "direction": "SUPPORT",
      "magnitude": "1.800000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "1.800000",
      "interpretive_steps": 0
    }
  ],
  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
    "spread": "0.0034",
    "permissive": "1.0000",
    "conservative": "0.9966"
  },
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "HIGH",
  "claim_type": "OBSERVATIONAL",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": "0.9997",
  "provisional": true,
  "evidence_sum": "8.118000",
  "snapshot_seq": 12805,
  "prior_log_odds": "0.000000",
  "support_groups": 5,
  "model_dependent": false,
  "review_coverage": "0.75",
  "truth_evaluable": true,
  "assessment_state": "SUPPORTED",
  "review_checklist": {
    "qualifiers_reviewed": {
      "by": [
        "01a0bc58-689b-7446-8b25-913f9befec53"
      ],
      "ok": true
    },
    "opposing_search_done": {
      "by": [
        "01a0bc58-6884-7f99-abf4-270788d85bd2"
      ],
      "ok": true
    },
    "independence_reviewed": {
      "by": [],
      "ok": false
    },
    "primary_source_reviewed": {
      "by": [
        "8d0299ce-1524-83f6-a7d4-dd9754baff2e"
      ],
      "ok": true
    }
  },
  "contradict_groups": 0,
  "rounding_boundary": false,
  "posterior_log_odds": "8.118000",
  "not_applicable_reason": null,
  "independence_unreviewed": 8
}