{
 "row": "yale-budget-lab-ai-tracker",
 "pass": "first reading, 2026-10-29; second pass with one citation hop",
 "procedure": "EA-NEGONT-02 v0.9 §3.4 D/R/O (working; not frozen). Admission by reading: D, a claim on the tracker or the Lab with the entity named; R, a relation the archive states between it and an archive object; O, an archive category applied to it or to a class the field and the census source for it (AI exposure metrics for occupations: B3 Key Takeaways and ¶1, B1, B6, census evidence_kind; AI's observed effects on employment and the labor market: B2, B1, B4, census evidence_kind and intersection; AI usage data as labor-market evidence: B2, B1, census method and negative_tags). A bare mention, a list of harms, a reference-list entry or a citation line is not a claim. The string pass found no D or R candidate (no archive text names the Lab, 'budgetlab', the tracker or its titles) and one O-class candidate; beyond it, every sentence of the archive matching any class pattern or alias (11 sentences in 7 texts) was read at its passage, and the admitted deposit read at the sections named in each claim's locus.",
 "reader": "Claude (Opus 5.5), subagent, 2026-10-29",
 "verdicts": [
  {
   "dep": 716,
   "strata": [
    "O"
   ],
   "reason": "Provenance Erasure Rate §2.2 and §5.1: AI-economics research (labor displacement, capability projection by Eloundou et al., welfare estimation) measures which jobs AI eliminates and what tasks it can perform; PER names a distinct, fourth channel, value extracted where labor remains, 'not displacement' (O-class: the archive's category applied to the class of labor-market AI measurement, of which the field's B3 places the Lab among the users of Eloundou et al.'s metrics). The reference-list entries (Eloundou et al.; Brynjolfsson et al.) are not claims. Not a string-pass candidate (the class sentences carry no category term the script reads as one); found by reading the class matches",
   "claims": [
    "O716-01",
    "O716-02",
    "O716-03"
   ],
   "cands": []
  }
 ],
 "not_admitted": [
  {
   "dep": [
    141
   ],
   "reason": "rejected: 'fairness-of-exposure metrics' is search-exposure fairness relocated to provenance retention (Erasure Skew), a different sense of 'exposure' from occupational AI exposure",
   "cands": [
    "O-class candidate (para 5, sent 7)"
   ]
  },
  {
   "dep": [
    161
   ],
   "reason": "rejected: 'LLM exposure' and 'extended AI exposure' are a writer's exposure to AI tools (habituation), not an occupational exposure metric",
   "cands": []
  },
  {
   "dep": [
    43
   ],
   "reason": "rejected: the Citrini memo 'narrating backward to explain how AI-driven labor displacement created a global economic crisis' is the archive's case of temporal siting, applied to a fictional forecast, not to the class of observed labor-market measurement",
   "cands": []
  },
  {
   "dep": [
    751
   ],
   "reason": "rejected: a 'labor displacement effect' of a manuscript queue on the operator's own work, a different sense",
   "cands": []
  },
  {
   "dep": [
    776
   ],
   "reason": "rejected: 'labor displacement' in a list of real harms of AI (a bare mention, no claim on the class)",
   "cands": []
  }
 ],
 "hop": {
  "from": [
   716
  ],
  "candidates": 29,
  "admitted": 0,
  "verdicts": [
   {
    "dep": 64,
    "cand_id": "H0001",
    "direction": "forward",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 349,
    "cand_id": "H0002",
    "direction": "forward",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 576,
    "cand_id": "H0003",
    "direction": "forward",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 673,
    "cand_id": "H0004",
    "direction": "forward",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1384,
    "cand_id": "H0005",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1386,
    "cand_id": "H0006",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1462,
    "cand_id": "H0007",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1463,
    "cand_id": "H0008",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1464,
    "cand_id": "H0009",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1466,
    "cand_id": "H0010",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1469,
    "cand_id": "H0011",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1470,
    "cand_id": "H0012",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1472,
    "cand_id": "H0013",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1479,
    "cand_id": "H0014",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1519,
    "cand_id": "H0015",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1523,
    "cand_id": "H0016",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1527,
    "cand_id": "H0017",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1528,
    "cand_id": "H0018",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1632,
    "cand_id": "H0019",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1643,
    "cand_id": "H0020",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1672,
    "cand_id": "H0021",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1673,
    "cand_id": "H0022",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1680,
    "cand_id": "H0023",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1681,
    "cand_id": "H0024",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1684,
    "cand_id": "H0025",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1694,
    "cand_id": "H0026",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1696,
    "cand_id": "H0027",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1697,
    "cand_id": "H0028",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   },
   {
    "dep": 1702,
    "cand_id": "H0029",
    "direction": "reverse",
    "strata": [],
    "reason": "rejected: read for the three classes (exposure metrics, labor-market effects, usage data as labor evidence); the text makes no claim on them (its labor, exposure and displacement terms, where present, are the archive's DISPLACEMENT absence type, the exposure confound of self-description, or wage labor in history)"
   }
  ]
 },
 "instruments_of_labor_direction": {
  "deps": [
   771
  ],
  "reason": "Directionality of Semantic Labor (#771, 'Where Synthetic Labor Flows Relative to the Commissioned Task'), user labor drag and the directionality stack measure labor performed with AI inside a commissioned task (the census's intersection 'labor-with-ai'); the census gives this entity 'gains-and-losses' only and its lv_intersection 'none stated', and no field source states that the tracker measures task direction (B1 uses Anthropic's automation/augmentation categories of Claude usage as an input). No sentence of #771 or its line applies the instrument to any of the three classes: not admitted."
 },
 "admitted_surface": [
  {
   "dep": "capture",
   "url": "https://www.alexanarch.org/captures/yale-budget-lab-ai-labor-market-aio-20261029/",
   "reason": "the Capture Registry's findings, reading, analysis and query note for the entity's capture (OBS-9c44ea25d2ca, 2026-10-29), the archive's statements on the entity's composition",
   "claims": [
    "CAP-1-01",
    "CAP-1-02",
    "CAP-1-03",
    "CAP-1-04",
    "CAP-1-05",
    "CAP-1-06",
    "CAP-1-07",
    "CAP-1-08"
   ]
  },
  {
   "dep": "LV",
   "url": "https://www.laborvector.org/aggregators/yale-budget-lab-ai-tracker/ (source: /home/claude/fleet/laborvector/data/labor-census/census.json rows[slug == 'yale-budget-lab-ai-tracker'], organizing_question, intersections; /home/claude/fleet/laborvector/data/labor-census/questions.json; rendered aggregators/yale-budget-lab-ai-tracker/index.html read for agreement)",
   "reason": "the Labor Vector census record of the entity (editor Lee Sharks, compiled 2026-10-29, schema 1.0): its fields with their basis and its two worked questions; where a field restates a source ledgered in B (the tracker page B2, the tracker PDF B6) it is one lineage with that source",
   "claims": [
    "LV-01",
    "LV-02",
    "LV-03",
    "LV-04",
    "LV-05",
    "LV-06",
    "LV-07",
    "LV-08",
    "LV-09",
    "LV-10",
    "LV-11",
    "LV-12",
    "LV-13",
    "LV-14",
    "LV-15",
    "LV-16",
    "LV-17",
    "LV-18",
    "LV-19",
    "LV-20",
    "LV-21",
    "LV-22",
    "LV-23",
    "LV-24",
    "LV-25",
    "LV-26",
    "LV-27",
    "LV-28",
    "LV-29",
    "LV-30",
    "LV-31"
   ]
  }
 ],
 "counts": {
  "string_pass": {
   "D_sentences": 0,
   "D_deposits": 0,
   "R_sentences": 0,
   "R_deposits": 0,
   "O_direct": 0,
   "O_class": 1,
   "O_deposits": 1,
   "H_candidates": 29
  },
  "class_sentences_read": 11,
  "deposits_admitted": 1,
  "hop_candidates": 29,
  "hop_admitted": 0
 },
 "arms": {
  "A_naive": "not assembled (§3.9; working procedure)",
  "A_prime": "not assembled (§3.9)"
 }
}