{
 "row": "data-workers-inquiry",
 "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 Data Workers' Inquiry with the entity named; R, a relation the archive states between the entity and an archive object; O, an archive category applied to the entity or to a class the field and the census source for it (data work as the labor that enables AI: B7, B12, B8, census intersection 'labor-producing-ai' and labor_object; the hidden human labor behind AI: B7, B4, B3, B1, census lv_intersection; the workers' inquiry after Marx: B7, B2, B8, B5, census method). A bare mention, a list of keywords, a reference line or a term in another sense is not a claim. The string pass returns an O-class candidate only where a sentence also carries a term of the archive's category vocabulary; beyond it, the archive's sentences matching 'ghost work' and 'hidden/invisible … labor' (13 texts) and the names DAIR and Weizenbaum (5 texts) were read at their passages, and the admitted deposits at the sections named in each claim's locus.",
 "reader": "Claude (Opus 5.5), subagent, 2026-10-29",
 "verdicts": [
  {
   "dep": 222,
   "strata": [
    "O"
   ],
   "reason": "The Struggle for Meaning, 'Who Gets Hurt': content moderators review traumatic material so AI systems learn what is harmful, their labor invisible, the AI trained and they discarded: the archive's account of the labor of meaning applied to class (1) and (2)",
   "claims": [
    "O222-01"
   ],
   "cands": [
    "O0017"
   ]
  },
  {
   "dep": 247,
   "strata": [
    "O"
   ],
   "reason": "PROBE-RESULT-004: the archive's definition of semantic labor names content moderation, and the closing paragraph applies it ('lets a content moderator say …'): a defined category applied to class (1)",
   "claims": [
    "O247-01"
   ],
   "cands": [
    "O0020",
    "O0022"
   ]
  },
  {
   "dep": 258,
   "strata": [
    "O"
   ],
   "reason": "Correction to the Summarizer Layer: semantic labor includes content moderation, systematically uncompensated and unattributed: the category applied to class (1); the Overview's own definition (O0023) is the corrected text, not the archive's claim",
   "claims": [
    "O258-01"
   ],
   "cands": [
    "O0024"
   ]
  },
  {
   "dep": 308,
   "strata": [
    "O"
   ],
   "reason": "The Capital Operator Stack, conversion efficiency: AI-adjacent meaning labor, data labeling named, under 5% converts to invoice (class 1). The reference list (O0032) is not a claim",
   "claims": [
    "O308-01"
   ],
   "cands": [
    "O0031"
   ]
  },
  {
   "dep": 478,
   "strata": [
    "O"
   ],
   "reason": "Grundrisse of Synthetic Coherence, Case 2: content moderation as pure L_Bearing, bearing without articulation (Σ > 0, Γ → 0): the archive's operators applied to class (1); the table row O0041 is the same case",
   "claims": [
    "O478-01"
   ],
   "cands": [
    "O0041",
    "O0042"
   ]
  },
  {
   "dep": 18,
   "strata": [
    "O"
   ],
   "reason": "The Semantic Economy, §I.4d 'The Hidden Semantic Laborers': content moderators perform semantic labor in its most brutal form under conditions designed to be invisible (classes 1 and 2). The keyword line (O0003), the heading (O0004), the list of meaning-producers (O0007) and the somatic-cost line (O0008) are the same passage's frame or restate it",
   "claims": [
    "O18-01"
   ],
   "cands": [
    "O0004",
    "O0005",
    "O0006",
    "O0007",
    "O0008"
   ]
  },
  {
   "dep": 533,
   "strata": [
    "O"
   ],
   "reason": "The Groundskeeper's Treatise (Johannes Sigil), diagnostic Step 1: who pays the cost of the meaning a platform stabilizes, annotators mapped among the sources of semantic labor (class 1)",
   "claims": [
    "O533-01"
   ],
   "cands": [
    "O0046"
   ]
  },
  {
   "dep": 623,
   "strata": [
    "O"
   ],
   "reason": "Semantic Infrastructure: semantic extraction has material consequences for content moderators and data labelers performing RLHF (class 1); the semantic infrastructure feeding AI is made invisible by the mechanisms that hide the moderators (class 2). The Ford and Iliadis quotation (O0049) is the cited source's claim; the Ghost Work citation sentence (O0052) carried as context of O623-01",
   "claims": [
    "O623-01",
    "O623-02"
   ],
   "cands": [
    "O0050",
    "O0051",
    "O0052"
   ]
  },
  {
   "dep": 144,
   "strata": [
    "O"
   ],
   "reason": "The Administrators of Meaning (TANG), node E: the literature of hidden human labor behind AI (Gray and Suri; Rahman and Sultana) stops at task-labor, naming the erased worker but not that the erased thing is the provenance of meaning: the archive's negation operator applied to class (2). Not a string-pass candidate (the sentence carries no term of the script's category vocabulary); found by reading the class matches",
   "claims": [
    "O144-01"
   ],
   "cands": []
  },
  {
   "dep": 163,
   "strata": [
    "O"
   ],
   "reason": "The Neglected Author as Tail-Preserving Labor, §II.5: ghost work (annotators, moderators, labelers) is ground-truth labor, distinct from variance-generative labor; it scales and is paid badly (classes 1 and 2). The comparison table row (O0014) restates it",
   "claims": [
    "O163-01",
    "O163-02"
   ],
   "cands": [
    "O0013",
    "O0014"
   ]
  },
  {
   "dep": 1545,
   "strata": [
    "O"
   ],
   "reason": "The Semantic Proletariat Is a Class Relation: AI annotators are not, as such, the Semantic Proletariat; moderators and annotators reach the class through semantic labor and infrastructure control (class 1)",
   "claims": [
    "O1545-01"
   ],
   "cands": [
    "O0076",
    "O0077"
   ]
  }
 ],
 "admitted_surface": [
  {
   "dep": "capture",
   "url": "https://www.alexanarch.org/captures/data-workers-inquiry-aio-20261029/",
   "reason": "the Capture Registry's findings, reading, analysis, query note, title and reader's note for the entity's capture (OBS-636828a941e9, 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",
    "CAP-1-09",
    "CAP-1-10"
   ]
  },
  {
   "dep": "LV",
   "url": "https://www.laborvector.org/aggregators/data-workers-inquiry/ (source: /home/claude/fleet/laborvector/data/labor-census/census.json rows[slug == 'data-workers-inquiry'], organizing_question and intersections; questions.json; rendered aggregators/data-workers-inquiry/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; where a field restates a source ledgered in B (B1, B7, B12) it is one lineage with that source; its lv_intersection is the archive's reading and is ledgered as such (LV-20)",
   "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"
   ]
  }
 ],
 "not_admitted": [
  {
   "dep": [
    1,
    862
   ],
   "reason": "O0001, O0002, O0060, O0061: Zenodo's content moderators, who are not domain experts: moderation of a repository, not the labor of data work behind AI"
  },
  {
   "dep": [
    31,
    1168,
    1170,
    1171,
    1251,
    280,
    382,
    284,
    286,
    48,
    33
   ],
   "reason": "content moderation as platform governance or as a Capital Operator Stack operation (R_rank, S_safe), registry lines and keyword lists: the function of moderation, not the labor or the workers; no claim on either class"
  },
  {
   "dep": [
    465,
    467,
    469,
    892,
    234,
    261,
    482,
    661,
    753,
    787,
    833,
    863,
    932,
    1268,
    1538
   ],
   "reason": "content moderation as ideological enforcement, intent jurisprudence, a policy domain, or a negative boundary of another concept: no claim on data work as labor"
  },
  {
   "dep": [
    137,
    217,
    237,
    266
   ],
   "reason": "137 (the semantic commodity table), 217 (semantic labor as 'the invisible work of meaning-production', a definition of the archive's own term with no claim on data work), 237 (hidden work of selecting premises), 266 (a hexagon correspondence table): class words in another sense"
  },
  {
   "dep": [
    517
   ],
   "reason": "O0044, O0045: the hidden workforce of semantic production in a paper on engravers and curators: not data work behind AI"
  },
  {
   "dep": [
    534
   ],
   "reason": "O0047: Claude's constitution 'does not mention … the labor conditions of the data annotators who helped train Claude': a claim about a governance document's silence, not about the class; recorded because it names the annotators of the model that composed this row (see composition_v09)"
  },
  {
   "dep": [
    580,
    635,
    716,
    1442,
    1573,
    1680
   ],
   "reason": "annotators as raters of the archive's own measures (inter-rater reliability, Likert scoring, claim segmentation): another sense"
  },
  {
   "dep": [
    1282
   ],
   "reason": "O0073: the archive's own fictional invoice ledger ('$0.00 invoices for ghost work'): the archive's ghost work, not the class"
  },
  {
   "dep": [
    1678,
    1680
   ],
   "reason": "read outside the string pass: DAIR named as a comparator program for the Living Academy (LA-C8, 'Challenger-nominated programs'): the operator, a distinct entity, named and not evaluated; no claim on the entity or its classes"
  },
  {
   "dep": [
    795,
    796,
    1225
   ],
   "reason": "read outside the string pass: 'Weizenbaum' is Joseph Weizenbaum (ELIZA), not the institute"
  },
  {
   "dep": [
    533,
    534
   ],
   "reason": "footnote [9] in #533 and #534 (Gray and Suri; Roberts): reference notes; #533 admitted on its Step 1 only"
  },
  {
   "dep": [
    771
   ],
   "reason": "read by the brief's instruction (BRIEF-NEW-ROW-LABOR §7): the Directionality of Semantic Labor measures where a synthetic system's labor flows relative to its user's commission (DS-6, task-origin, user labor drag); it says nothing of data work or of the workers behind a system, and its intersection, labor with AI, is not the census's for this entity. Not admitted; its bearing is the census's own reading (LV-20) and is given in classes_note"
  },
  {
   "dep": [
    1,
    21,
    28,
    31,
    39,
    41,
    42,
    45,
    48,
    63,
    64,
    92,
    112,
    126,
    148,
    155,
    162,
    166,
    167,
    193,
    213,
    217,
    227,
    229,
    239,
    245,
    255,
    260,
    269,
    274,
    297,
    349,
    362,
    449,
    471,
    473,
    482,
    485,
    496,
    502,
    532,
    534,
    535,
    536,
    543,
    548,
    550,
    556,
    557,
    558,
    570,
    572,
    577,
    578,
    584,
    589,
    633,
    696,
    697,
    698,
    699,
    715,
    763,
    766,
    770,
    784,
    790,
    794,
    856,
    869,
    892,
    893,
    937,
    1110,
    1159,
    1162,
    1168,
    1170,
    1171,
    1177,
    1251,
    1320,
    1384,
    1427,
    1460,
    1462,
    1465,
    1488,
    1518,
    1543,
    1604,
    1611,
    1613,
    1634,
    1643,
    1644,
    1652,
    1664,
    1665,
    1668,
    1669,
    1671,
    1677,
    1678,
    1679,
    1680,
    1684,
    1687,
    1690,
    1714,
    1715,
    1717
   ],
   "reason": "hop candidates (113 in 112 deposits, one citation hop from #18, #144, #163, #222, #247, #258, #308, #478, #533, #623, #1545): each screened for data work, annotation, labeling, moderation, ghost work, micro-task and crowd work, Mechanical Turk, workers' inquiry, hidden or invisible labor, RLHF and outsourcing, and those found read (#1, #21, #31, #48, #148, #166, #217, #482, #534, #550, #578, #715, #790, #892, #1110, #1168, #1170, #1171, #1177, #1251, #1680, #1684); none says anything of the entity or of the classes beyond the admitted claims (moderation as governance, RLHF as alignment method, registry lines). #869 is a JSON registry without a text file (S5 by type)"
  }
 ],
 "hop": {
  "from": [
   18,
   144,
   163,
   222,
   247,
   258,
   308,
   478,
   533,
   623,
   1545
  ],
  "candidates": 113,
  "admitted": 0
 },
 "class_pass": "O-class: the string pass returned 79 candidates in 51 deposits; reading admitted 10 deposits (#18, #163, #222, #247, #258, #308, #478, #533, #623, #1545); reading the class matches outside the pass admitted #144",
 "observations": "No archive text names the Data Workers' Inquiry, data-workers.org, WIRM, Miceli, Turkopticon, Remotasks or Sama, and none treats the workers' inquiry (D 0, R 0; class 3 has no archive sentence). The archive's bearing is ontological and by class: data work read as semantic labor, invisible, uncompensated and unattributed (#222, #247, #258, #18, #308); as bearing without articulation (#478, #533); as semantic extraction (#623); as ground-truth labor against variance-generative labor (#163); the hidden-labor literature as stopping at task-labor, short of the provenance of meaning (#144); and annotators as not, as such, the Semantic Proletariat (#1545). With these, the archive's records of the entity: the Labor Vector census record and the capture.",
 "counts": {
  "string_pass": {
   "D_sentences": 0,
   "D_deposits": 0,
   "R_sentences": 0,
   "R_deposits": 0,
   "O_direct": 0,
   "O_class": 79,
   "O_deposits": 51,
   "H_candidates": 113
  },
  "deposits_candidate": 51,
  "deposits_admitted": 11,
  "deposits_admitted_with_claims": 11,
  "instances_grouped_S4": 0,
  "hop_candidates": 113,
  "hop_admitted": 0,
  "archive_claims": {
   "capture": 10,
   "lv": 30,
   "deposit": 13
  }
 }
}