Bob Resolve / Human review
What needs a human, most important first?
19 items, in the engine's order: high severity first, then the closest calls (the score nearest a cutoff line).
How to decide
- Compare the records side by side. Read the evidence and the rule for each item.
- Write one line per decided item in a file such as
decisions.jsonl. The decision issame_personordifferent_people; skip items you are not sure about. - Run the command below. It writes a new run; the old run is never changed.
Decision JSON and apply command
{"item_id": "rq-092f3edba885", "decision": "same_person", "reviewer": "your name", "decided_at": "2026-10-05T15:00:00+00:00", "note": "optional"}cd engine && uv run bob-resolve review apply --run ../runs/<id> --decisions decisions.jsonl --out ../runs --run-id <new id>
A "same person" decision on a pair becomes a merge with tier "Human review". Other decisions are stored as labels. Nothing here edits data: this page only reads the run.
- #10Review: medium prioritySuggestion: Different people
Score 0.223, 0.123 above the auto-reject line (0.1)
rq-95a0a10329f5- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field CRM crm:C-00847 CRM crm:C-01029 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street 6862 Susan Turnpike 7272 Campbell Flat DisagreeDifferent City East Erichaven New Mercedesborough State TX ME DisagreeDifferent ZIP 76126 04341 DisagreeDifferent Phone (518) 555-0135 (511) 555-0115 DisagreeDifferent Email Missing carlos.smith1029@example.com MissingMissing on at least one record Source agency-a-snapshot/clients.csv, row 847 agency-a-snapshot/clients.csv, row 1029 Active policy Yes Yes Decision line for this item
{"item_id":"rq-95a0a10329f5","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #12Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-53529b677620- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field CRM crm:C-00847 Enrollment enrollment:925 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street 6862 Susan Turnpike Missing MissingMissing on at least one record City East Erichaven Missing State TX Missing MissingMissing on at least one record ZIP 76126 Missing MissingMissing on at least one record Phone (518) 555-0135 Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-snapshot/clients.csv, row 847 agency-a-derived/enrollment_clean.csv, row 925 Active policy Yes No Decision line for this item
{"item_id":"rq-53529b677620","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #13Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-6eb28c0e1f8c- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field Enrollment enrollment:745 Enrollment enrollment:926 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street Missing Missing MissingMissing on at least one record City Missing Missing State Missing Missing MissingMissing on at least one record ZIP Missing Missing MissingMissing on at least one record Phone Missing Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-derived/enrollment_clean.csv, row 745 agency-a-derived/enrollment_clean.csv, row 926 Active policy No Yes Decision line for this item
{"item_id":"rq-6eb28c0e1f8c","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #14Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-969310537848- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field Enrollment enrollment:746 Enrollment enrollment:925 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street Missing Missing MissingMissing on at least one record City Missing Missing State Missing Missing MissingMissing on at least one record ZIP Missing Missing MissingMissing on at least one record Phone Missing Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-derived/enrollment_clean.csv, row 746 agency-a-derived/enrollment_clean.csv, row 925 Active policy Yes No Decision line for this item
{"item_id":"rq-969310537848","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #15Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-9e6792fb7cd2- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field CRM crm:C-00847 Enrollment enrollment:926 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street 6862 Susan Turnpike Missing MissingMissing on at least one record City East Erichaven Missing State TX Missing MissingMissing on at least one record ZIP 76126 Missing MissingMissing on at least one record Phone (518) 555-0135 Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-snapshot/clients.csv, row 847 agency-a-derived/enrollment_clean.csv, row 926 Active policy Yes Yes Decision line for this item
{"item_id":"rq-9e6792fb7cd2","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #16Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-ab04ffa48b60- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field Enrollment enrollment:746 Enrollment enrollment:926 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street Missing Missing MissingMissing on at least one record City Missing Missing State Missing Missing MissingMissing on at least one record ZIP Missing Missing MissingMissing on at least one record Phone Missing Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-derived/enrollment_clean.csv, row 746 agency-a-derived/enrollment_clean.csv, row 926 Active policy Yes Yes Decision line for this item
{"item_id":"rq-ab04ffa48b60","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #17Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-ac0eb9b934c9- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field Enrollment enrollment:745 Enrollment enrollment:925 Evidence First name Gabrielle Carlos DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) *******AT86 Missing MissingMissing on at least one record Street Missing Missing MissingMissing on at least one record City Missing Missing State Missing Missing MissingMissing on at least one record ZIP Missing Missing MissingMissing on at least one record Phone Missing Missing MissingMissing on at least one record Email Missing Missing MissingMissing on at least one record Source agency-a-derived/enrollment_clean.csv, row 745 agency-a-derived/enrollment_clean.csv, row 925 Active policy No No Decision line for this item
{"item_id":"rq-ac0eb9b934c9","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #18Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-d849421bfe0c- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field CRM crm:C-01029 Enrollment enrollment:745 Evidence First name Carlos Gabrielle DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) Missing *******AT86 MissingMissing on at least one record Street 7272 Campbell Flat Missing MissingMissing on at least one record City New Mercedesborough Missing State ME Missing MissingMissing on at least one record ZIP 04341 Missing MissingMissing on at least one record Phone (511) 555-0115 Missing MissingMissing on at least one record Email carlos.smith1029@example.com Missing MissingMissing on at least one record Source agency-a-snapshot/clients.csv, row 1029 agency-a-derived/enrollment_clean.csv, row 745 Active policy Yes No Decision line for this item
{"item_id":"rq-d849421bfe0c","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"} - #19Review: medium prioritySuggestion: Different people
Score 0.500, 0.400 above the auto-reject line (0.1)
rq-e5b731ea8639- GR-005 First names do not match: The first names do not match: they are not nicknames of each other and not a simple typo (for example Patrick and Patricia, or Andrew and Andrea, which differ only at the end).
Compare records and matching evidence
Field CRM crm:C-01029 Enrollment enrollment:746 Evidence First name Carlos Gabrielle DisagreeDifferent Last name Smith Smith AgreeSame Birth date 1935-06-29 1935-06-29 AgreeSame MBI (last 4 only) Missing *******AT86 MissingMissing on at least one record Street 7272 Campbell Flat Missing MissingMissing on at least one record City New Mercedesborough Missing State ME Missing MissingMissing on at least one record ZIP 04341 Missing MissingMissing on at least one record Phone (511) 555-0115 Missing MissingMissing on at least one record Email carlos.smith1029@example.com Missing MissingMissing on at least one record Source agency-a-snapshot/clients.csv, row 1029 agency-a-derived/enrollment_clean.csv, row 746 Active policy Yes Yes Decision line for this item
{"item_id":"rq-e5b731ea8639","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}