feat(agent): add online verification and governing-answer citations
Claim-bound online verification observations with URL provenance, exact answer-basis references for citation-free governing-rule answers, and an explicit operator identity handoff before source transfer. Bounds resumed work by learning unit and refreshes pack manifest/contracts.
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# Ingestion pipeline
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Version 0.5.0. Host-executed procedure for `kb-ingest`; not a background scheduler. Follow the contribution protocol for budgets, checkpoints and retry identity.
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Version 0.5.1. Host-executed procedure for `kb-ingest`; not a background scheduler. Follow the contribution protocol for budgets, checkpoints and retry identity.
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| Stage | Input | Output / checkpoint | Gate |
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| --- | --- | --- | --- |
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@@ -11,6 +11,7 @@ Version 0.5.0. Host-executed procedure for `kb-ingest`; not a background schedul
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| Duplicate check | Candidate findings and explicit readable project/shared scope | Existing-node candidates, reuse/update decision, or explicit unresolved-review flag | Before creating a node, run multiple lexical searches over its title, distinctive terms and likely synonyms, then inspect plausible matches with `get_node`. Reuse the stable node ID and preserve supported content for a true update; do not create a second node when it represents the same concept. Keep materially distinct conditions as distinct records. The backend flags exact entity name/alias matches only and does not deduplicate other node types. |
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| Extract | Included sections and immutable maps | Atomic proposal draft with field-level evidence | Read captured source text with bounded `source_extraction_block` calls, using exact extraction and block IDs; inspect relevant pages/sections even when the host cannot directly open a PDF. Use the normalized text and offsets returned by the service for exact quotes/locators. Record partial/unavailable coverage; upload or extraction alone is not analysis. |
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| Assess | Assertion/evidence bindings | Support judgments, assessor/run and rationale | Unsupported/unavailable claims remain drafts. |
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| Online verify (when task/project enabled) | Selected claims and bounded search/page-read budget | Short `OnlineEvidence` excerpts with relation/context and verification URLs, stored in the normal `update_node` proposal | Follow the [online verification protocol](../protocols/ONLINE_VERIFICATION.md). Search for support and counterevidence; open pages before recording text; preserve archived support assessment; never upload/register a web page. |
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| Proposal grouping | Assessed findings across captured sources | Small, coherent learning bundles with source dependencies | Treat documents as capture/provenance units and proposals as semantic learning units. Group by one project question or a tightly related set of findings, combining evidence across files when it supports the same learning. Do not create one proposal per file or one oversized proposal for the whole packet. Keep unrelated learnings separate so each can be evaluated, retried, reviewed and accepted independently. Include each new source candidate as `register_source` in the first proposal that cites it; after acceptance makes that revision readable, later proposals cite the accepted revision without registering it again. |
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| Evaluate | Complete bounded bundle and base revision | `proposal_evaluate` findings and eligible status | Evaluation is read-only; it does not reserve an ID or store the proposal. |
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| Submit | Evaluated bounded bundle and stable proposal identity | `proposal_submit` outcome and eventual receipt | Every affected domain's policy applies; protected decisions remain external. |
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