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    "description": "h2. The Ask\n\nTwo RAG queries against the BXMT Q2 2026 99-2 deck (playground document 167, doc_key {{6218934897e8baa8}}) return {{unanswerable}} even though the values print on the cited pages.\n\n*Reproduce* (both via POST {{/api/chat}} against the live playground):\n# \"How much business under management is Real Estate?\" — page 3 prints Real Estate $314B on the Blackstone overview slide. Answer agent: labels retrieved, no dollar figure in context.\n# \"How many companies are in the real estate portfolio?\" — page 4 prints \"63 / Blackstone Real Estate portfolio companies\" on the BREDS platform slide. Answer agent: label retrieved, no count in context.\n\n*Expected:* Stat-callout values on infographic slides are retrievable with their labels, whether the slide carries a docling picture object or not.\n\n*Actual:* Both queries return shape {{unanswerable}} with the correct page cited from label chunks — retrieval surfaces the labels but never a value tied to them.\n\n*Environment:* Live playground DB ({{ade_playground}}), document 167.\n\n*Severity:* Medium — values that print on the page are silently unreachable by retrieval.\n\nh2. Why now / What's open\n\nThe fix approach is open for both defects: whether and how to nominate text-layer-only infographic pages for figure scanning, and how unreconciled figure values should reach searchable chunk content.\n\nh2. Acceptance Criteria (provisional)\n\nh3. AC1: Page-3 stat callout value is answerable\n* *Verify by:* POST {{/api/chat}} on document 167 with \"How much business under management is Real Estate?\"\n* *Expected:* Answer contains $314B, citing page 3.\n* *Show:* Response shape and the cited grounding.\n\nh3. AC2: Page-4 infographic value is answerable\n* *Verify by:* POST {{/api/chat}} on document 167 with \"How many companies are in the real estate portfolio?\"\n* *Expected:* Answer contains 63, citing page 4.\n* *Show:* Response shape and the cited grounding.\n\nh3. AC3: Reconciled figure values ingest unchanged\n* *Verify by:* Re-ingest a library document whose figure values reconcile to a picture ({{picture_ref}} set).\n* *Expected:* Those values still land in their picture chunk's searchable text as before — no regression.\n* *Show:* Chunk-content counts before and after the fix.\n\nh2. Current State\n\nTo Do. Root cause diagnosed 2026-08-06 — two distinct defects (solution shape assessed in the probe paragraph below; the earlier \"fix approach open\" note is superseded for defect 2, still open between two designs for defect 1):\n\n# *Capture gating:* figure-page nomination ({{src/quber/core/figures/nominate.py}}) walks {{document.pictures}} plus no-text-layer tables. Page 4 is an infographic drawn entirely in the PDF text layer — docling reports no picture object — so the page is never nominated and ADE never scans it. Its stats exist only as disconnected docling text fragments (\"63\" in one chunk, \"Blackstone Real Estate portfolio companies\" in another), so retrieval finds the label but the agent never sees a value tied to it.\n# *Orphaned figure values at ingest:* page 3 *was* scanned (nominated by the photograph on it) and the figure-value run captured all 7 stat callouts with correct label pairing (e.g. value \"$314B\", label \"Real Estate\") — but all 7 carry {{picture_ref: None}} / status {{value_unreconciled}} because the only docling picture on the page is the photograph and the callouts could not reconcile to it. {{src/quber/playground/ingest_fusion.py}} groups values by {{picture_ref}} to append them to their picture chunk's searchable text; values with {{picture_ref}} None are written as fv-N grounding rows only, with no searchable chunk content, so retrieval can never surface them.\n\n*Scope addition (2026-08-06):* fold into this fix the correction of two stale module docstrings that describe a removed pipeline stage. {{src/quber/core/figures/orchestrator.py}} (module docstring, around line 14) and {{src/quber/core/figures/nominate.py}} (module docstring, around line 29) both still describe a yes-or-no visual page filter that dropped chart-nominated pages before scanning. That filter was removed by commit {{16ac2ff}} (\"Scan every nominated page; remove the filter that dropped them\") during the chart-scanning work; today every nominated page is scanned directly and no visual per-page check exists. Rewrite both docstrings to describe the current flow: nomination read purely off the parse (pictures plus no-text-layer tables), every nominated page scanned.\n\nEvidence gathered 2026-08-06 on the live playground DB:\n* {{ade_playground.chunks}} doc 167: value and label are separate fragments — {{#/texts/28}} \"$314B\" and {{#/texts/26}} \"Real Estate\" (page index 2, 0-based); {{#/texts/58}} \"63\" and {{#/texts/59}} \"Blackstone Real Estate portfolio companies\" (page index 3).\n* {{6218934897e8baa8.figures.json}}: 12 scans, none for page 4; the page-3 scan was nominated by a picture classed as \"photograph\".\n* {{6218934897e8baa8.figure-values.json}}: 7 page-3 values, all {{picture_ref}} None, status {{value_unreconciled}}, labels correct.\n* {{ade_playground.groundings}} doc 167 page 2: fv-0..fv-6 exist with boxes; no chunk joins to them.\n\n*Probe (2026-08-06):* page 4 was sent through ADE dpt-2 directly (attached {{bxmt_p4_ade_probe.json}}). ADE reads the infographic correctly — 4 figures, one per slide quadrant, and the relevant figure's text contains \"$600B+ Blackstone Real Estate TEV, 63 Blackstone Real Estate portfolio companies\". Capture is not the constraint; nomination is the only failure for defect 1. Solution shape assessed: defect 2 (orphaned figure values) is an ingest-only change — write values with {{picture_ref}} None into searchable chunk text; the reconciled label-value pairs already exist in {{<base>.figure-values.json}}. Defect 1 (nomination) has two candidate designs: (a) scan every page of deck-type filings (99-1/99-2) — deterministic, roughly triples per-deck ADE spend (this deck: 12 of 34 pages nominated today), recommended; (b) a visual yes/no nomination sweep over un-nominated pages — additive mirror of the filter removed by {{16ac2ff}}, proportional spend but adds an agent judgment per page. XBRL cannot flag these gaps: the values live on a furnished presentation deck (never inline-tagged) and are facts about the manager's platform, not registrant facts.\n\nh2. Links\n\n* Epic: assignment pending — team to assign during planning\n* Standards: see docs/ENGINEERING_STANDARDS.md\n\nh2. Expanded scope (2026-08-20): type-keyed page coverage\n\nFolded in from the coverage question QUE-341 left open. The figure scan gains an explicit page-scope parameter: {{all}} (every page goes through the scan) or {{nominated}} (today's behavior, unchanged). Policy is keyed off the filing type supplied at upload: 10-Q and 10-K stay nominated-only; every other explicit type scans all pages. An untyped document never defaults to full coverage — users cannot be relied on to supply the type, and an untyped 300-page 10-Q must not ride the expensive path. Instead a cover-page attribution agent decides its breadth: given the first page and the page count, deck-style scans all pages, prose-and-table filing scans nominated only. Any attribution failure falls back to nominated-only with the fallback stated in the job record. The agent decides breadth only and never writes filing_type — identity metadata stays user-owned. No content-derived structural heuristics beyond that one read — a density threshold fails silently, which is the failure mode this ticket exists to remove.\n\n* All-pages coverage subsumes this ticket's original defect for every type except the big filings: a text-layer-only infographic page in a deck is scanned regardless of nomination. In 10-Q/10-K, docling's picture classification still nominates chart pages; the unnominated-infographic blind spot remains there as an accepted limitation.\n* Stored-response reuse means an already-scanned document flipping to full coverage pays only for pages never scanned.\n* Measured cost basis: a 19-page deck cost 10.5 credits on the dpt-3 default (about 0.55 per page); an 81-page 10-Q extrapolates to roughly 45 credits per document, which is why the big filings stay nominated-only.\n\nh3. AC4: Page scope is a parameter, policy keyed by filing type, untyped attributed\n* *Verify by:* Upload three documents through the playground — a typed deck, a typed 10-Q, and one with the type deliberately left blank; inspect which pages each scan covered\n* *Expected:* The deck scans every page including its text-layer-only infographic pages; the 10-Q scans nominated pages only; the untyped document's breadth is decided by a cover-page attribution read recorded in the job, never defaulting to full coverage; the BXMT Q2 2026 page 4 infographic values reach retrieval\n* *Show:* The scanned page list and credits for all three documents, the attribution verdict for the untyped one, and the BXMT page 4 values answering a retrieval query",
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          "body": "Current State updated in place: scope addition folded in — correct the two stale module docstrings in src/quber/core/figures/orchestrator.py and src/quber/core/figures/nominate.py that still describe the removed visual page filter (removed by commit 16ac2ff). No status change.",
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          "body": "Current State updated in place: probe result folded in — page 4 sent through ADE dpt-2 directly (raw response attached as bxmt_p4_ade_probe.json, 3.0 credits); ADE reads the infographic correctly, so nomination is the only failure for defect 1. Solution shape assessed for both defects; the earlier 'fix approach open' lead line was superseded accordingly. Priority lowered to Low. No status change — remains To Do.",
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          "body": "Description expanded (appended, existing content unchanged): scope folded in from the coverage question QUE-341 left open — the figure scan gains an explicit page-scope parameter (all vs nominated) keyed off the filing type supplied at upload; 10-Q/10-K stay nominated-only, everything else scans all pages. New AC4 added. No status change.",
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          "body": "Pull Request created: https://github.com/xmandeng/quber/pull/199",
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          "body": "Implementation complete on PR #199 (branch {{bugfix/QUE-334-page-coverage-orphaned-values}}). All four ACs evidenced live:\n\n*AC1 PASS:* \"How much business under management is Real Estate?\" now answers $314B, cited from the new {{figure-values-p3}} record (was unanswerable).\n\n*AC2 PASS:* \"How many companies are in the real estate portfolio?\" answers 63 citing printed page 4, served from a scan-block group that exists only because {{--pages all}} scanned the page nomination could never select.\n\n*AC3 PASS:* SUNS Q1 dpt-3 control re-ingest: 327 chunks with identical type counts, all 16 picture chunks byte-identical by md5, 824 groundings unchanged, zero new records.\n\n*AC4 PASS:* three fresh uploads through the branch's playground — typed supplemental 16 pages scanned 16/16 (22.6 credits); typed 10-K 160 pages scanned 0 (0 credits, nominated-only cost guard); untyped 7 pages attributed from the cover (\"attributed filing: the cover shows a company name and Condensed Consolidated Statements of Income with dense financial tables\"), nominated-only, 0 scanned, 0 credits.\n\nh3. BXMT reprocess\n\n34/34 pages on the dpt-3 default, 37.3 credits, 13 stored dpt-2 responses preserved as asides; 485 chunks, 868 groundings; 197 figure values (149 reconciled, 48 unreconciled).\n\nh3. Unit tests\n\n688 passed, 1 skipped (pre-existing); 11 new tests across page scope, breadth policy, and unanchored-value records.\n\nRe-ingest metadata (title/folder/type/period and track stamp) was re-applied to both re-ingested documents, per the known destructive-re-ingest behavior.",
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          "body": "AC1 visual evidence, from the branch's own playground UI (not a mockup): the query answers $314B and the only overlay drawn is the tight box on the printed value — no figure-level rectangle. Two rendering fixes on PR #199 behind this: the page-level values record carries no box, and the reference resolver drops any cited region whose box wholly contains a cited value's box on the same page (the stat-panel group citation that previously painted over the tight highlight).\n\n!ac1_ui_8104.png|width=900!",
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