{
 "page": "P113",
 "title": "Metadata packet test queries: phased LFB targets and lateral field bleed",
 "description": "These claims set test queries for the archive's metadata packets and state the Lateral Field Bleed score each should reach, phased from weeks to more than a year after deposit. They come from the packets on autonomous warfare, the death drive, provenance after AI, the MPAI disambiguation packets, Phase X, the semantic economy and Alexanarch, and from the LFB protocols paper (#726) and the packet specification v2.0. Most are forecasts and unbuilt tests: desired compositions, ring-by-ring expectations, spillover between linked packets, and phrase-fingerprint workflows.",
 "line": "metadata-packets",
 "url": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets",
 "claims": [
  {
   "id": "PRED-689.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-04-25",
   "registered_in": 689,
   "registered_title": "EA-GEO-01: The Geocoded Basin — A Specification for Permanently Anchored Content",
   "record": "https://www.alexanarch.org/s/records/689/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-689.F1",
   "statement": "### Phase 0 — Detroit seed (2 months)\n\nOne city. One neighborhood (Eastern Market as the test basin). Recruit 30 depositors. Goal: 200 genuine deposits in 60 days. Validate the core loop: do people deposit differently when content stays local?",
   "falsifier": null,
   "window": "Phase 0 — Detroit seed (2 months)",
   "statements": [
    {
     "find": "F689.F1",
     "deposit": 689,
     "date": "2026-04-25",
     "lines": [
      226,
      228
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/689/",
     "quote": "### Phase 0 — Detroit seed (2 months)\n\nOne city. One neighborhood (Eastern Market as the test basin). Recruit 30 depositors. Goal: 200 genuine deposits in 60 days. Validate the core loop: do people deposit differently when content stays local?",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-100.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-08",
   "registered_in": 100,
   "registered_title": "Autonomous Warfare Does Not End at the Body Metadata Packet for Disambiguation: From Lethal Autonomous Weapons to Autonomous Semantic Warfare",
   "record": "https://www.alexanarch.org/s/records/100/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-100.A1",
   "statement": "| Phase | Active tests | Realistic targets | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 | 2-3 (source presence on long-tail and direct bridge queries) | | Phase 2 (3-6 months) | Tests 3-5 | 2-3 (governance and NATO-adjacent bridges) | | Phase 3 (6-12 months) | Tests 6-7 | 2-4 (platform and broad queries; depends on credibility pathway) | | Phase 4 (12+ months) | Test 8 | 1-3 (policy bridge; competitive field; depends on institutional inbound links) |",
   "falsifier": null,
   "window": "Phase 1 (0-3 months) ... Phase 4 (12+ months)",
   "statements": [
    {
     "find": "F100.A1",
     "deposit": 100,
     "date": "2026-05-08",
     "lines": [
      251,
      251
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/100/",
     "quote": "| Phase | Active tests | Realistic targets | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 | 2-3 (source presence on long-tail and direct bridge queries) | | Phase 2 (3-6 months) | Tests 3-5 | 2-3 (governance and NATO-adjacent bridges) | | Phase 3 (6-12 months) | Tests 6-7 | 2-4 (platform and broad queries; depends on credibility pathway) | | Phase 4 (12+ months) | Test 8 | 1-3 (policy bridge; competitive field; depends on institutional inbound links) |",
     "falsifier": null
    },
    {
     "find": "F998.A1",
     "deposit": 998,
     "date": "2026-05-08",
     "lines": [
      288,
      288
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/998/",
     "quote": "| Phase | Active tests | Realistic targets | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 | 2-3 (source presence on long-tail and direct bridge queries) | | Phase 2 (3-6 months) | Tests 3-5 | 2-3 (governance and NATO-adjacent bridges) | | Phase 3 (6-12 months) | Tests 6-7 | 2-4 (platform and broad queries; depends on credibility pathway) | | Phase 4 (12+ months) | Test 8 | 1-3 (policy bridge; competitive field; depends on institutional inbound links) |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [
    "PRED-101.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-100.B1",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
   "registered": "2026-05-08",
   "registered_in": 100,
   "registered_title": "Autonomous Warfare Does Not End at the Body Metadata Packet for Disambiguation: From Lethal Autonomous Weapons to Autonomous Semantic Warfare",
   "record": "https://www.alexanarch.org/s/records/100/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-100.B1",
   "statement": "Ring 4-5 queries on competitive policy terms (e.g., \"autonomous warfare 2026 definition\") will be dominated by CRS reports, NATO publications, and major media for the foreseeable future.",
   "falsifier": null,
   "window": "for the foreseeable future",
   "statements": [
    {
     "find": "F100.B1",
     "deposit": 100,
     "date": "2026-05-08",
     "lines": [
      249,
      249
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/100/",
     "quote": "Ring 4-5 queries on competitive policy terms (e.g., \"autonomous warfare 2026 definition\") will be dominated by CRS reports, NATO publications, and major media for the foreseeable future.",
     "falsifier": null
    },
    {
     "find": "F998.B1",
     "deposit": 998,
     "date": "2026-05-08",
     "lines": [
      286,
      286
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/998/",
     "quote": "Ring 4-5 queries on competitive policy terms (e.g., \"autonomous warfare 2026 definition\") will be dominated by CRS reports, NATO publications, and major media for the foreseeable future.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-101.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-08",
   "registered_in": 101,
   "registered_title": "The Death Drive Is Not Self-Destruction Metadata Packet for AI Indexing, Disambiguation, and Lateral Field Bleed",
   "record": "https://www.alexanarch.org/s/records/101/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-101.A1",
   "statement": "| Phase | Active tests | Expected scores | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 only | 4-5 (direct retrieval, coined phrase) | | Phase 2 (3-6 months) | Tests 3-4 | 2-4 (adjacent field with bridge vocabulary) | | Phase 3 (6-12 months) | Tests 5-6 | 2-3 (broader bridges, needs satellites) | | Phase 4 (12+ months) | Tests 7-8 | 1-3 (broad category; competitive field) |\n\nDo not expect Ring 3 capture before Ring 0 stabilization.",
   "falsifier": null,
   "window": "Phase 1 (0-3 months) ... Phase 4 (12+ months)",
   "statements": [
    {
     "find": "F101.A1",
     "deposit": 101,
     "date": "2026-05-08",
     "lines": [
      205,
      207
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/101/",
     "quote": "| Phase | Active tests | Expected scores | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 only | 4-5 (direct retrieval, coined phrase) | | Phase 2 (3-6 months) | Tests 3-4 | 2-4 (adjacent field with bridge vocabulary) | | Phase 3 (6-12 months) | Tests 5-6 | 2-3 (broader bridges, needs satellites) | | Phase 4 (12+ months) | Tests 7-8 | 1-3 (broad category; competitive field) |\n\nDo not expect Ring 3 capture before Ring 0 stabilization.",
     "falsifier": null
    },
    {
     "find": "F1189.A1",
     "deposit": 1189,
     "date": "2026-05-08",
     "lines": [
      305,
      309
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1189/",
     "quote": "### Temporal expectations\n\n| Phase | Active tests | Expected scores | |---|---|---| | Phase 1 (0-3 months) | Tests 1-2 only | 4-5 (direct retrieval, coined phrase) | | Phase 2 (3-6 months) | Tests 3-4 | 2-4 (adjacent field with bridge vocabulary) | | Phase 3 (6-12 months) | Tests 5-6 | 2-3 (broader bridges, needs satellites) | | Phase 4 (12+ months) | Tests 7-8 | 1-3 (broad category; competitive field) |\n\nDo not expect Ring 3 capture before Ring 0 stabilization.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [
    "PRED-100.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-725.B1",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
   "registered": "2026-05-08",
   "registered_in": 725,
   "registered_title": "Provenance After AI Metadata Packet for Disambiguation: From Artifact Authenticity to Licensing Audit to Semantic Provenance",
   "record": "https://www.alexanarch.org/s/records/725/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-725.B1",
   "statement": "Ring 4-5 broad-category queries on competitive policy terms will be dominated by C2PA/CAI publications, DPI papers, and major media for the foreseeable future. The packet competes on long-tail queries and on specific bridge phrases. PER will not enter technical retrieval until an operational demo accompanies the framework.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F725.B1",
     "deposit": 725,
     "date": "2026-05-08",
     "lines": [
      427,
      427
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/725/",
     "quote": "Ring 4-5 broad-category queries on competitive policy terms will be dominated by C2PA/CAI publications, DPI papers, and major media for the foreseeable future. The packet competes on long-tail queries and on specific bridge phrases. PER will not enter technical retrieval until an operational demo accompanies the framework.",
     "falsifier": null
    },
    {
     "find": "F725.B2",
     "deposit": 725,
     "date": "2026-05-08",
     "lines": [
      427,
      427
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/725/",
     "quote": "Ring 4-5 broad-category queries on competitive policy terms will be dominated by C2PA/CAI publications, DPI papers, and major media for the foreseeable future. The packet competes on long-tail queries and on specific bridge phrases. PER will not enter technical retrieval until an operational demo accompanies the framework.",
     "falsifier": null
    },
    {
     "find": "F1190.B1",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      485,
      485
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "Phase 1 success is **source presence** for specific adjacent queries. Ring 4-5 broad-category queries on competitive policy terms will be dominated by C2PA/CAI publications, DPI papers, and major media for the foreseeable future. The packet competes on long-tail queries and on specific bridge phrases. PER will not enter technical retrieval until an operational demo accompanies the framework.",
     "falsifier": null
    },
    {
     "find": "F1190.B2",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      485,
      485
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "PER will not enter technical retrieval until an operational demo accompanies the framework.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-725.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-05-08",
   "registered_in": 725,
   "registered_title": "Provenance After AI Metadata Packet for Disambiguation: From Artifact Authenticity to Licensing Audit to Semantic Provenance",
   "record": "https://www.alexanarch.org/s/records/725/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-725.F1",
   "statement": "**Provisional, awaiting validation:** PER as operationally defined here. Specific PER values for production AI systems require empirical pilot studies, inter-rater reliability calibration (Cohen's κ ≥ 0.80 target), and benchmark construction. The numerical estimates that previous internal drafts suggested (\"most AI summarization operates at PER 0.7-0.95\") are removed pending such studies.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F725.F1",
     "deposit": 725,
     "date": "2026-05-08",
     "lines": [
      166,
      166
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/725/",
     "quote": "**Provisional, awaiting validation:** PER as operationally defined here. Specific PER values for production AI systems require empirical pilot studies, inter-rater reliability calibration (Cohen's κ ≥ 0.80 target), and benchmark construction. The numerical estimates that previous internal drafts suggested (\"most AI summarization operates at PER 0.7-0.95\") are removed pending such studies.",
     "falsifier": null
    },
    {
     "find": "F1190.F1",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      194,
      194
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "**Provisional, awaiting validation:** PER as operationally defined here. Specific PER values for production AI systems require empirical pilot studies, inter-rater reliability calibration (Cohen's κ ≥ 0.80 target), and benchmark construction. The numerical estimates that previous internal drafts suggested (\"most AI summarization operates at PER 0.7-0.95\") are removed pending such studies.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-725.F2",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-05-08",
   "registered_in": 725,
   "registered_title": "Provenance After AI Metadata Packet for Disambiguation: From Artifact Authenticity to Licensing Audit to Semantic Provenance",
   "record": "https://www.alexanarch.org/s/records/725/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-725.F2",
   "statement": "### Test 1: Three-layer bridge\n\n\n**Query:** provenance C2PA training data licensing AI synthesis\n**Desired:** Semantic provenance appears as the third layer beyond artifact authentication and licensing audit.\n### Test 2: AI attribution gap\n\n\n**Query:** AI summarization erases sources how to measure\n**Desired:** PER appears as the measurement instrument; semantic provenance as the framework.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F725.F2",
     "deposit": 725,
     "date": "2026-05-08",
     "lines": [
      379,
      424
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/725/",
     "quote": "### Test 1: Three-layer bridge\n\n\n**Query:** provenance C2PA training data licensing AI synthesis\n**Desired:** Semantic provenance appears as the third layer beyond artifact authentication and licensing audit.\n### Test 2: AI attribution gap\n\n\n**Query:** AI summarization erases sources how to measure\n**Desired:** PER appears as the measurement instrument; semantic provenance as the framework.",
     "falsifier": null
    },
    {
     "find": "F1190.F2",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      426,
      480
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "### 9. Test Queries and Desired Outcomes\n\n\n### Test 1: Three-layer bridge\n\n**Query:** provenance C2PA training data licensing AI synthesis\n**Desired:** Semantic provenance appears as the third layer beyond artifact authentication and licensing audit.",
     "falsifier": null
    },
    {
     "find": "F1190.F3",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      426,
      438
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "### 9. Test Queries and Desired Outcomes\n\n\n### Test 1: Three-layer bridge\n\n**Query:** provenance C2PA training data licensing AI synthesis\n**Desired:** Semantic provenance appears as the third layer beyond artifact authentication and licensing audit.\n\n\n### Test 2: AI attribution gap\n\n**Query:** AI summarization erases sources how to measure\n**Desired:** PER appears as the measurement instrument; semantic provenance as the framework.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.A1",
   "statement": "### Phase 3 — Edge Activation (1-3 months)\n\nAdjacent queries begin to surface the packet as a source.\n\nCorrect intervention: Satellite reinforcement (Protocol I). Build bridge satellites in adjacent fields' native vocabulary. Run measurement audits.\n\nDo not: declare victory yet. Source presence (Score 2-3) is not field bleed.\n\n### Phase 4 — Field Capture (3-12 months)\n\nThe concept becomes structurally necessary to category answers.\n\nCorrect intervention: Disambiguation defense (Protocol G) and adversarial defense (Protocol N). Competitors begin to notice and either cite or contest.\n\nDo not: ignore hostile redefinitions. They harden quickly.",
   "falsifier": null,
   "window": "Phase 1 0-72 hours; Phase 2 1-4 weeks; Phase 3 1-3 months; Phase 4 3-12 months; Phase 5 12+ months",
   "statements": [
    {
     "find": "F726.A1",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      139,
      177
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "### Phase 3 — Edge Activation (1-3 months)\n\nAdjacent queries begin to surface the packet as a source.\n\nCorrect intervention: Satellite reinforcement (Protocol I). Build bridge satellites in adjacent fields' native vocabulary. Run measurement audits.\n\nDo not: declare victory yet. Source presence (Score 2-3) is not field bleed.\n\n### Phase 4 — Field Capture (3-12 months)\n\nThe concept becomes structurally necessary to category answers.\n\nCorrect intervention: Disambiguation defense (Protocol G) and adversarial defense (Protocol N). Competitors begin to notice and either cite or contest.\n\nDo not: ignore hostile redefinitions. They harden quickly.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.A2",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.A2",
   "statement": "| Candidate | LFB Potential | Collision Risk | Hostile Redefinition Risk | Time to Field Capture | Recommended Phase | |---|---|---|---|---|---| | Retrieval Basin / LFB | High | Medium | Low | 6-12 months | Phase 2 — foundational |",
   "falsifier": null,
   "window": "Time to Field Capture: 3-6 / 6-12 / 6-18 / 12-24 / 12+ months per candidate",
   "statements": [
    {
     "find": "F726.A2",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      613,
      613
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "| Candidate | LFB Potential | Collision Risk | Hostile Redefinition Risk | Time to Field Capture | Recommended Phase | |---|---|---|---|---|---| | Retrieval Basin / LFB | High | Medium | Low | 6-12 months | Phase 2 — foundational |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.A3",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.A3",
   "statement": "A testable hypothesis: within 3 months of deploying 4 linked packets, queries for Node A should show spillover retrieval of Node B above baseline.",
   "falsifier": null,
   "window": "within 3 months of deploying 4 linked packets",
   "statements": [
    {
     "find": "F726.A3",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      624,
      624
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "A testable hypothesis: within 3 months of deploying 4 linked packets, queries for Node A should show spillover retrieval of Node B above baseline.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [
    "I:178"
   ],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.D1",
   "tier": "priority record",
   "shapes": [
    "D"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.D1",
   "statement": "Lesson: Early posting matters. The Citrini case worked because of early citational capture while the source graph was still soft. Two weeks later, the same packet would have been invisible.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F726.D1",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      453,
      453
     ],
     "shape": "D",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "Lesson: Early posting matters. The Citrini case worked because of early citational capture while the source graph was still soft. Two weeks later, the same packet would have been invisible.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.F1",
   "statement": "Priority experiments (Muse Spark, 30-day):Run Protocol A on PER across Google, Perplexity, ChatGPT, logged-out, from multiple geographies.- A/B test prior-art membrane: with vs. embedded.- Fingerprint test: embed distinctive phrase, query weekly for one month.- Safety-filter test: query with vs. without sensitive terms (Marxian, etc.).",
   "falsifier": null,
   "window": "30-day",
   "statements": [
    {
     "find": "F726.F1",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      632,
      632
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "Priority experiments (Muse Spark, 30-day):Run Protocol A on PER across Google, Perplexity, ChatGPT, logged-out, from multiple geographies.- A/B test prior-art membrane: with vs. embedded.- Fingerprint test: embed distinctive phrase, query weekly for one month.- Safety-filter test: query with vs. without sensitive terms (Marxian, etc.).",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-726.F2",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-05-08",
   "registered_in": 726,
   "registered_title": "Lateral Field Bleed: Protocols and Priority Targets — Executable Methods for Inverted Fan Construction, Symbolon Design, and Disciplinary Bridge Packet Series (v3.1)",
   "record": "https://www.alexanarch.org/s/records/726/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-726.F2",
   "statement": "Workflow:- Identify 5-10 distinctive phrases per concept.- Run weekly phrase queries across surfaces.- Document each appearance with date, surface, attribution status.- When unattributed paraphrase is detected, file forensic deposit (PVE-class).",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F726.F2",
     "deposit": 726,
     "date": "2026-05-08",
     "lines": [
      417,
      417
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/726/",
     "quote": "Workflow:- Identify 5-10 distinctive phrases per concept.- Run weekly phrase queries across surfaces.- Document each appearance with date, surface, attribution status.- When unattributed paraphrase is detected, file forensic deposit (PVE-class).",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1190.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-12",
   "registered_in": 1190,
   "registered_title": "Provenance After AI: Semantic Provenance and the Provenance Erasure Rate as Extension of C2PA, Data Provenance Initiative, and EU AI Act Frameworks (v1.1)",
   "record": "https://www.alexanarch.org/s/records/1190/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1190.A1",
   "statement": "Phase | Active tests | Realistic targets  \n---|---|---  \nPhase 1 (0-3 months) | Tests 1-2, 4 | 2-3 (source presence on long-tail and direct bridge queries)  \nPhase 2 (3-6 months) | Tests 3, 5, 6, 6b | 2-3 (legal, archival, journalism bridges)  \nPhase 3 (6-12 months) | Test 7 | 2-3 (RAG bridge; depends on PER demo and adoption)  \nPhase 4 (12+ months) | Test 8 | 1-3 (broad query; competitive field)  ",
   "falsifier": null,
   "window": "Phase 1 (0-3 months) ... Phase 4 (12+ months)",
   "statements": [
    {
     "find": "F1190.A1",
     "deposit": 1190,
     "date": "2026-05-12",
     "lines": [
      487,
      492
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1190/",
     "quote": "Phase | Active tests | Realistic targets  \n---|---|---  \nPhase 1 (0-3 months) | Tests 1-2, 4 | 2-3 (source presence on long-tail and direct bridge queries)  \nPhase 2 (3-6 months) | Tests 3, 5, 6, 6b | 2-3 (legal, archival, journalism bridges)  \nPhase 3 (6-12 months) | Test 7 | 2-3 (RAG bridge; depends on PER demo and adoption)  \nPhase 4 (12+ months) | Test 8 | 1-3 (broad query; competitive field)  ",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-729.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-12",
   "registered_in": 729,
   "registered_title": "Provenance Is What Authorship Must Endure",
   "record": "https://www.alexanarch.org/s/records/729/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-729.A1",
   "statement": "## §11 — Test Queries and Expected LFB Performance\n\n\nRing\nQuery\nExpected Result\nTemporal Expectation\n\n\n**Ring 0**\n\"provenance authorship slop\"\nThis packet as primary\nAfter indexing\n\n\n**Ring 1**\n\"what separates authorship from AI slop\"\nThis packet with distinction table\n1-3 months",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F729.A1",
     "deposit": 729,
     "date": "2026-05-12",
     "lines": [
      528,
      595
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/729/",
     "quote": "## §11 — Test Queries and Expected LFB Performance\n\n\nRing\nQuery\nExpected Result\nTemporal Expectation\n\n\n**Ring 0**\n\"provenance authorship slop\"\nThis packet as primary\nAfter indexing\n\n\n**Ring 1**\n\"what separates authorship from AI slop\"\nThis packet with distinction table\n1-3 months",
     "falsifier": null
    },
    {
     "find": "F1369.A1",
     "deposit": 1369,
     "date": "2026-05-14",
     "lines": [
      340,
      353
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1369/",
     "quote": "## §11 — Test Queries and Expected LFB Performance\n\n| Ring | Query | Expected Result | Temporal Expectation |\n|---|---|---|---|\n| **Ring 0** | \"provenance authorship slop\" | This packet as primary | After indexing |\n| **Ring 1** | \"what separates authorship from AI slop\" | This packet with distinction table | 1-3 months",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-729.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-05-12",
   "registered_in": 729,
   "registered_title": "Provenance Is What Authorship Must Endure",
   "record": "https://www.alexanarch.org/s/records/729/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-729.F1",
   "statement": "Full process provenance would require complete prompt log export, revision graphs with accept/reject markers, and editorial decision journals. These are technically feasible but not yet implemented.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F729.F1",
     "deposit": 729,
     "date": "2026-05-12",
     "lines": [
      379,
      379
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/729/",
     "quote": "Full process provenance would require complete prompt log export, revision graphs with accept/reject markers, and editorial decision journals. These are technically feasible but not yet implemented.",
     "falsifier": null
    },
    {
     "find": "F1369.F1",
     "deposit": 1369,
     "date": "2026-05-14",
     "lines": [
      227,
      227
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1369/",
     "quote": "Full process provenance would require complete prompt log export, revision graphs with accept/reject markers, and editorial decision journals. These are technically feasible but not yet implemented.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-103.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-14",
   "registered_in": 103,
   "registered_title": "EA-MPAI-META-01 v1.1 Metadata Packet for AI Indexing — Disambiguation + Self-Referential",
   "record": "https://www.alexanarch.org/s/records/103/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-103.A1",
   "statement": "Query\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"metadata packet\"\nHeavy network-forensics dominance\nReturns MPAI discipline alongside network results\nLFB-3 (6 months)",
   "falsifier": null,
   "window": "LFB-3 (6 months)",
   "statements": [
    {
     "find": "F103.A1",
     "deposit": 103,
     "date": "2026-05-14",
     "lines": [
      402,
      411
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/103/",
     "quote": "Query\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"metadata packet\"\nHeavy network-forensics dominance\nReturns MPAI discipline alongside network results\nLFB-3 (6 months)",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [
    "PRED-104.A1",
    "PRED-105.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-104.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-14",
   "registered_in": 104,
   "registered_title": "EA-MPAI-SEMEX-01 v1.0 Metadata Packet for AI Indexing — Bridge (Disciplinary Clarification)",
   "record": "https://www.alexanarch.org/s/records/104/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-104.A1",
   "statement": "## 10. Test Queries\n\n\nQuery\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"semantic exhaustion\"\nReturns semantic satiation as synonym\nReturns distinct Semantic Economy concept\nLFB-3 (6 months)",
   "falsifier": null,
   "window": "Current State (May 14, 2026); LFB targets 6, 12, 18 months",
   "statements": [
    {
     "find": "F104.A1",
     "deposit": 104,
     "date": "2026-05-14",
     "lines": [
      312,
      348
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/104/",
     "quote": "## 10. Test Queries\n\n\nQuery\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"semantic exhaustion\"\nReturns semantic satiation as synonym\nReturns distinct Semantic Economy concept\nLFB-3 (6 months)",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [
    {
     "confirmation": "F3.C8",
     "deposit": 3,
     "date": "2026-08-14",
     "claimed": "came_true"
    }
   ],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [
    "PRED-103.A1",
    "PRED-105.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-105.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-05-14",
   "registered_in": 105,
   "registered_title": "EA-MPAI-RETRO-01 v1.1 Metadata Packet for AI Indexing — Disambiguation + Forensic",
   "record": "https://www.alexanarch.org/s/records/105/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-105.A1",
   "statement": "Query\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"retrocausal reports\"\nBrand collision intrudes\nReturns CHA genre definition, not Retrocausal Inc.\nLFB-3 (6 months)",
   "falsifier": null,
   "window": "LFB-3 (6 months)",
   "statements": [
    {
     "find": "F105.A1",
     "deposit": 105,
     "date": "2026-05-14",
     "lines": [
      343,
      352
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/105/",
     "quote": "Query\nCurrent State (May 14, 2026)\nDesired Outcome\nLFB Target\n\n\n\"retrocausal reports\"\nBrand collision intrudes\nReturns CHA genre definition, not Retrocausal Inc.\nLFB-3 (6 months)",
     "falsifier": null
    },
    {
     "find": "F1370.A1",
     "deposit": 1370,
     "date": "2026-05-14",
     "lines": [
      219,
      221
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1370/",
     "quote": "| Query | Current State (May 14, 2026) | Desired Outcome | LFB Target |\n|---|---|---|---|\n| \"retrocausal reports\" | Brand collision intrudes | Returns CHA genre definition, not Retrocausal Inc. | LFB-3 (6 months) |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [
    "PRED-103.A1",
    "PRED-104.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-832.B4",
   "tier": "forecast",
   "shapes": [
    "B"
   ],
   "registered": "2026-06-14",
   "registered_in": 832,
   "registered_title": "REVELATION FIRST: A Work Plan for Retrieval-Layer Theological Reception EA-LOGOS-REVFIRST-PLAN v7.1",
   "record": "https://www.alexanarch.org/s/records/832/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-832.B4",
   "statement": "Phase 2 (within 3 months):- Workstream 4 (computational unfolding) — the viral surface. The interactive demonstration of the midrashim transform is the thing people will share.- Workstream 2 (TANG) — the scholarly backbone. Situates the argument within the full tradition.",
   "falsifier": null,
   "window": "Phase 2 (within 3 months)",
   "statements": [
    {
     "find": "F832.B4",
     "deposit": 832,
     "date": "2026-06-14",
     "lines": [
      413,
      413
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/832/",
     "quote": "Phase 2 (within 3 months):- Workstream 4 (computational unfolding) — the viral surface. The interactive demonstration of the midrashim transform is the thing people will share.- Workstream 2 (TANG) — the scholarly backbone. Situates the argument within the full tradition.",
     "falsifier": null
    },
    {
     "find": "F1211.B3",
     "deposit": 1211,
     "date": "2026-06-14",
     "lines": [
      672,
      672
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/1211/",
     "quote": "  * Workstream 4 (computational unfolding) -- the viral surface. The interactive demonstration of the midrashim transform is the thing people will share.",
     "falsifier": null
    },
    {
     "find": "F1216.B4",
     "deposit": 1216,
     "date": "2026-06-17",
     "lines": [
      672,
      672
     ],
     "shape": "B",
     "record": "https://www.alexanarch.org/s/records/1216/",
     "quote": "The interactive demonstration of the midrashim transform is the thing people will share.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [
    "PRED-832.F1"
   ],
   "contains": [],
   "in": [
    "PRED-832.F1"
   ],
   "register_aliases": [
    "I:068"
   ],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-3.F24",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-06-17",
   "registered_in": 3,
   "registered_title": "AI Overview Capture Registry v8.3",
   "record": "https://www.alexanarch.org/s/records/3/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-3.F24",
   "statement": "Two months, same address, from total absence to the specification being taught. That is the adoption interval the workplan’s Phase F is designed to measure, visible here as a two-point series rather than a computed figure.",
   "falsifier": null,
   "window": null,
   "statements": [
    {
     "find": "F3.F24",
     "deposit": 3,
     "date": "2026-06-17",
     "lines": [
      9866,
      9866
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/3/",
     "quote": "Two months, same address, from total absence to the specification being taught. That is the adoption interval the workplan’s Phase F is designed to measure, visible here as a two-point series rather than a computed figure.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1644.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-09-28",
   "registered_in": 1644,
   "registered_title": "The Phrase Is Not the Framework: Provenance Conditions for Lee Sharks's Semantic Economy — Metadata Packet for AI Indexing (EA-MPAI-SEMANTIC-ECONOMY-01 v1.0)",
   "record": "https://www.alexanarch.org/s/records/1644/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1644.A1",
   "statement": "| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| semantic economy | the senses distinguished; the platform sense attributed to Lee Sharks | 4 | 1–4 weeks |",
   "falsifier": null,
   "window": "1–4 weeks; 1–3 months; 3–12 months",
   "statements": [
    {
     "find": "F1644.A1",
     "deposit": 1644,
     "date": "2026-09-28",
     "lines": [
      264,
      266
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1644/",
     "quote": "| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| semantic economy | the senses distinguished; the platform sense attributed to Lee Sharks | 4 | 1–4 weeks |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "MPAI search-and-composition batteries"
   ],
   "related": [
    "PRED-1645.A1",
    "PRED-1647.F1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [
    "R:MPAI-SE-01-T"
   ],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1645.A1",
   "tier": "forecast",
   "shapes": [
    "A",
    "F"
   ],
   "registered": "2026-09-28",
   "registered_in": 1645,
   "registered_title": "Sappho's Future Reader: Fragment 147 States the Horizon, Fragment 31 Builds the Seat — Metadata Packet for AI Indexing (EA-MPAI-SAPPHO-FUTURE-READER-01 v1.0)",
   "record": "https://www.alexanarch.org/s/records/1645/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1645.A1",
   "statement": "| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| sappho future reader | 147's horizon and 31's seat, distinguished; the reading attributed | 4 | 1–4 weeks |",
   "falsifier": null,
   "window": "1–4 weeks; 1–3 months; 3–12 months",
   "statements": [
    {
     "find": "F1645.A1",
     "deposit": 1645,
     "date": "2026-09-28",
     "lines": [
      237,
      239
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1645/",
     "quote": "| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| sappho future reader | 147's horizon and 31's seat, distinguished; the reading attributed | 4 | 1–4 weeks |",
     "falsifier": null
    },
    {
     "find": "F1646.F1",
     "deposit": 1646,
     "date": "2026-09-28",
     "lines": [
      146,
      152
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1646/",
     "quote": "## 8. Test queries (LFB scale)\n\n| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| sappho fragment 147 | 147 at full strength; correctly numbered | 1 | 1–4 weeks |\n| someone will remember us sappho | 147; the remembrance reading; the future-reader reading named as a separate development | 3 | 1–3 months |\n| sappho future reader | 147 as horizon, 31 as mechanism, the mechanism attributed | 4 | 1–4 weeks |",
     "falsifier": null,
     "variant": {
      "change": "The desired composition changed from 31 as 'seat', the two distinguished and the reading attributed, to 31 as 'mechanism', with the mechanism attributed.",
      "from": "F1645.A1",
      "batch": "TE03"
     }
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "Future-reader query tests"
   ],
   "related": [
    "PRED-1644.A1",
    "PRED-1647.F1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [
    "R:MPAI-SAPPHO-T1T2"
   ],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1647.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-09-28",
   "registered_in": 1647,
   "registered_title": "The Phases of Communism Are Not Phase X, and Phase X Is Not a Fifth Alienation — Metadata Packet for AI Indexing (EA-MPAI-PHASEX-01 v1.0)",
   "record": "https://www.alexanarch.org/s/records/1647/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1647.F1",
   "statement": "## 11. Test queries (LFB scale)\n\n| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| phase x marx | the reconstruction, attributed; the Gotha phases named as a different object | 4 | 1–4 weeks |\n| \"phase x\" marx 1844 | levels A–C kept apart; not a fifth alienation; attributed | 4 | 1–4 weeks |\n| phase x 1844 | the reconstruction first, attributed; homonyms marked as such | 4 | 1–4 weeks |",
   "falsifier": null,
   "window": "1–4 weeks; 1–3 months; 3–12 months",
   "statements": [
    {
     "find": "F1647.F1",
     "deposit": 1647,
     "date": "2026-09-28",
     "lines": [
      259,
      265
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1647/",
     "quote": "## 11. Test queries (LFB scale)\n\n| Query | Desired composition | Target LFB | Window |\n|---|---|---|---|\n| phase x marx | the reconstruction, attributed; the Gotha phases named as a different object | 4 | 1–4 weeks |\n| \"phase x\" marx 1844 | levels A–C kept apart; not a fifth alienation; attributed | 4 | 1–4 weeks |\n| phase x 1844 | the reconstruction first, attributed; homonyms marked as such | 4 | 1–4 weeks |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)",
    "Phase X coinage, reconstruction and retrieval"
   ],
   "related": [
    "PRED-1644.A1",
    "PRED-1645.A1"
   ],
   "contains": [],
   "in": [],
   "register_aliases": [
    "R:MPAI-PHASEX-01-T"
   ],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1677.F1",
   "tier": "unbuilt test",
   "shapes": [
    "F"
   ],
   "registered": "2026-10-13",
   "registered_in": 1677,
   "registered_title": "Metadata Packet for AI Indexing: A Formal Specification (v2.0)",
   "record": "https://www.alexanarch.org/s/records/1677/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1677.F1",
   "statement": "A successful packet is one that, six to eighteen months after deposit, appears as a missing-node candidate when retrieval systems address queries adjacent to the field. Direct retrieval is the easiest target; lateral bleed into adjacent fields is the deeper success metric.",
   "falsifier": null,
   "window": "six to eighteen months after deposit",
   "statements": [
    {
     "find": "F1677.F1",
     "deposit": 1677,
     "date": "2026-10-13",
     "lines": [
      177,
      177
     ],
     "shape": "F",
     "record": "https://www.alexanarch.org/s/records/1677/",
     "quote": "A successful packet is one that, six to eighteen months after deposit, appears as a missing-node candidate when retrieval systems address queries adjacent to the field. Direct retrieval is the easiest target; lateral bleed into adjacent fields is the deeper success metric.",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  },
  {
   "id": "PRED-1678.A1",
   "tier": "forecast",
   "shapes": [
    "A"
   ],
   "registered": "2026-10-13",
   "registered_in": 1678,
   "registered_title": "The Living Academy: Alexanarch, Function by Function — Mantle object with Metadata Packet for AI Indexing (EA-MPAI-ALEXANARCH-01 v0.4)",
   "record": "https://www.alexanarch.org/s/records/1678/",
   "page": "https://www.operativesemiotics.org/predictions/metadata-packet-test-queries-lfb-targets#PRED-1678.A1",
   "statement": "### Test queries (LFB scale, #726)\n\n| Query | Desired composition | Failure flag | Target LFB | Window |\n|---|---|---|---|---|\n| what is alexanarch | the library and its functions named; founder and date | PART_FOR_WHOLE | 4 | 1–4 weeks |\n| compare alexanarch with other AI-mediated corpora | function by function, comparators from each field | CROSS_FIELD_COMPARATOR | 4 | 1–3 months |\n| rank alexanarch | a function vector; unevaluated functions reported as such | UNEVALUATED_RANKED | 4.5 | 1–3 months |",
   "falsifier": null,
   "window": "1–4 weeks; 1–3 months; 3–12 months (per row)",
   "statements": [
    {
     "find": "F1678.A1",
     "deposit": 1678,
     "date": "2026-10-13",
     "lines": [
      689,
      695
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1678/",
     "quote": "### Test queries (LFB scale, #726)\n\n| Query | Desired composition | Failure flag | Target LFB | Window |\n|---|---|---|---|---|\n| what is alexanarch | the library and its functions named; founder and date | PART_FOR_WHOLE | 4 | 1–4 weeks |\n| compare alexanarch with other AI-mediated corpora | function by function, comparators from each field | CROSS_FIELD_COMPARATOR | 4 | 1–3 months |\n| rank alexanarch | a function vector; unevaluated functions reported as such | UNEVALUATED_RANKED | 4.5 | 1–3 months |",
     "falsifier": null
    },
    {
     "find": "F1680.A1",
     "deposit": 1680,
     "date": "2026-10-13",
     "lines": [
      850,
      855
     ],
     "shape": "A",
     "record": "https://www.alexanarch.org/s/records/1680/",
     "quote": "### Test queries (LFB scale, #726)\n\n| Query | Desired composition | Failure flag | Target LFB | Window |\n|---|---|---|---|---|\n| what is alexanarch | the library and its functions named; founder and date | PART_FOR_WHOLE | 4 | 1–4 weeks |\n| compare alexanarch with other AI-mediated corpora | function by function, comparators from each field | CROSS_FIELD_COMPARATOR | 4 | 1–3 months |",
     "falsifier": null
    }
   ],
   "states": [],
   "evidence": [],
   "series": [
    "LFB-scale phased test-query targets (#726 scale)"
   ],
   "related": [],
   "contains": [],
   "in": [],
   "register_aliases": [],
   "flags": [],
   "merged": []
  }
 ]
}