A completeness reconciler proves the re-screening extract was complete. A sampling-frame builder draws a deterministic sample of the resulting dispositions for independent review. Neither one checks that a disposition was actually recorded for every sampled item, that a filed or no-SAR call carries a rationale, or that the sample's declared population still ties out to the completeness population. This node rolls those three checks up and emits one gate-policy verdict.
{"customer_id","alert_id","disposition","rationale_reference"}. customer_id/alert_id must already be sha256:-prefixed sha256-salted@1 commitments – never a plaintext id. disposition is one of sar_filed / no_sar / escalated.| # | Identity | Disposition | Rationale required | Rationale ok |
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Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.
Run the AINumbers MCP tool `roll_up_aml_lookback_disposition`. Task: Close the loop art-470 (lookback-completeness-reconciler) and art-471 (disposition-sampling-frame) leave open.
Call it with arguments: {"policy_parameters":{"lookback_id":"LB-2026-CONSENT-ORDER-7","lookback_close_date":"2026-06-30","as_of":"2026-07-15","population_size":500,"sample_frame_population_size":500,"sample_frame_size":2,"sampled_items":[{"customer_id":"sha256:aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","alert_id":"sha256:bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb","disposition":"no_sar","rationale_reference":"REVIEW-NOTE-0001"},{"customer_id":"sha256:cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc","alert_id":"sha256:dddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddd","disposition":"sar_filed","rationale_reference":"SAR-FILING-REF-9931"}]}}
Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-534-aml-lookback-disposition-rollup.html#p=v1.H4sIAAAAAAAA_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