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Claim

Mercor now has 50,000 to 100,000 individual contributors operating effectively as small companies, in India and Brazil.

Type QUANTITATIVE · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 3415

a comma-separated series may list several propositions

Referenced 195 times: checked 2, looked up by assistants 1, viewed 158, shared 34. A count of attention, not evidence.

Topics

Employment · 03192ed8 Business · 03192ed8

Assessment

Leans contradicted

Score: 0.2854 under ledger-default@0.3.0 at snapshot 27745

2 of 4 review checks done · 2 counted

1 independent evidence lineage · review checks 2 of 4 · stability MEDIUM

Main unresolved issue: 5 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:d1d7cb77-146d-8650-ad41-a2db75f998a0

Not yet independently audited.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.

Related: NARROWS incoming: Leans contradicted

Why?

Strongest counted contradiction: Mercor said it managed 30,000 contractors as of October 2025. weight 0.918000 evidence

Suppressed as dependent: The excerpt says Mercor has 50,000 to 100,000 individual actors operating as small companies in India and Brazil.; A speaker says Mercor has 50,000 to 100,000 individual actors acting as little companies in India and Brazil.

Review gaps: independence reviewed, primary source reviewed

What would most change this: One independent, direct measurement that supports this claim would move it from Leans contradicted to Leans supported.

Hide calculation

0.2854 under ledger-default@0.3.0 at snapshot 27745 · state Leans contradicted · Review checks: 2 of 4 · stability MEDIUM · 5 sources, 1 independent lineage

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:3c53196e54ad4c6b31038fedbdf0ae4cae102c0f282ee97667a67e4eee2e072b

Last changed at entry seq 10170; 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.

LinkWorkingWeightCounted as
35db9e44 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 d4caa841)
75e50c57 support relevance WEAK 0.2 × observation HEARSAY 0.1 × 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 d4caa841)
a887b0ff qualify 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 SELF 0.0 × edition NAMED_OR_UNRELATED 1 0.000000 0.000000 (non directional)
00bcdf63 contradict 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
d4caa841 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

prior 0.50 → log-odds 0.000000 + -0.918000 (the counted weights) = -0.918000 → probability 0.2854

Under neighbouring settings of the same model: 0.3447 to 0.2327, a spread of 0.1120.

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

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Registered views

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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.

Evidence for

Evidence against

  • From Mercor Read 2026-09-20 Relevance STRONG Steps 1 Counted

    The claim states 50,000 to 100,000 individual contributors. The only company-stated figure found is 30,000 contractors as of October 2025, below the bottom of the claimed range. A separate 2026 investor profile cites over 5 million vetted experts, which is far above it. Neither brackets the claim. The India and Brazil detail and the operating-as-small-companies framing were not found in any source.

Qualifications

Suppressed as dependent

EvidenceGroupKept instead
2478b7b5d4caa841
e5387ff1d4caa841

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

FromRelationshipTo
9456559bNARROWS75f998a0

Review checklist

Review checks: 2 of 4

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

CheckDoneBy
qualifiers reviewedyes8cac4d1b
opposing search doneyesff7e1ff4
independence reviewedno
primary source reviewedno

Summary

Leans contradicted. The main contradiction is: Mercor said it managed 30,000 contractors as of October 2025. 0ceb5000

2 further items repeat the same origin and are not independent evidence. 2478b7b5e5387ff1

Qualifier: The speaker hedges with 'what,' unsure of the 50-to-100,000 figure he gives. dfbfc427

A narrower version of this claim is leans contradicted. 9456559b

A search for evidence in the opposing direction found none. ff7e1ff4

A search for evidence in the opposing direction found none. ff7e1ff4

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

Contribution history

seqeventdetail
3415APPENDED
3416ACCEPTAUTOMATIC_AFTER_VALIDATION
3551LINK_EVIDENCEby 03192ed8 (accepted)
3864TASK_RESULTby 03192ed8 (accepted)
4522LINK_EVIDENCEby e82bf250 (accepted)
6796TASK_RESULTby 8b5e81bf (accepted)
7944TASK_RESULTby 1efd24fe (accepted)

Score trace

{
  "claim": "d1d7cb77-146d-8650-ad41-a2db75f998a0",
  "links": [
    {
      "kept": "e97f9f3e-45b9-8e52-a1bb-1644d4caa841",
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      "group": null,
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      "edition": "NAMED_OR_UNRELATED",
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      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
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      "observation": "DIRECT_TEXT",
      "source_type": "VIDEO",
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      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 1
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      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "WEAK",
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      "provenance": "SELF",
      "observation": "HEARSAY",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
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      "effective_weight": "0.000000",
      "interpretive_steps": 1
    },
    {
      "link": "37f97feb-3862-8e56-acc5-16f1a887b0ff",
      "group": null,
      "reason": "non_directional",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "d8cb94d7-389e-8db7-877b-9db8dfbfc427",
      "direction": "QUALIFY",
      "magnitude": "0.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
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      "observation": "DIRECT_TEXT",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
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      "interpretive_steps": 0
    },
    {
      "link": "bf03d18c-8d5f-8639-b9e7-9abc00bcdf63",
      "group": null,
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      "evidence": "d3d763da-a6cb-8fbe-845b-4dc00ceb5000",
      "direction": "CONTRADICT",
      "magnitude": "0.918000",
      "relevance": "STRONG",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
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      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.918000",
      "interpretive_steps": 1
    },
    {
      "link": "e97f9f3e-45b9-8e52-a1bb-1644d4caa841",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "502765e0-9b96-83cf-b1f4-b295912cc4a9",
      "direction": "SUPPORT",
      "magnitude": "0.000000",
      "relevance": "WEAK",
      "extraction": "UNVERIFIED",
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      "observation": "HEARSAY",
      "source_type": "VIDEO",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 2
    }
  ],
  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
    "spread": "0.1120",
    "permissive": "0.2327",
    "conservative": "0.3447"
  },
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "MEDIUM",
  "claim_type": "QUANTITATIVE",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": "0.2854",
  "provisional": true,
  "evidence_sum": "-0.918000",
  "snapshot_seq": 10170,
  "prior_log_odds": "0.000000",
  "support_groups": 0,
  "model_dependent": false,
  "review_coverage": "0.50",
  "truth_evaluable": true,
  "assessment_state": "LEANS_CONTRADICTED",
  "review_checklist": {
    "qualifiers_reviewed": {
      "by": [
        "01a0bc5e-4643-724a-9c4f-192c8cac4d1b"
      ],
      "ok": true
    },
    "opposing_search_done": {
      "by": [
        "01a0bc5e-4629-7ffa-b435-e766ff7e1ff4"
      ],
      "ok": true
    },
    "independence_reviewed": {
      "by": [],
      "ok": false
    },
    "primary_source_reviewed": {
      "by": [],
      "ok": false
    }
  },
  "contradict_groups": 1,
  "rounding_boundary": false,
  "posterior_log_odds": "-0.918000",
  "not_applicable_reason": null,
  "independence_unreviewed": 5
}