How to decide

  1. Compare the records side by side. Read the evidence and the rule for each item.
  2. Write one line per decided item in a file such as decisions.jsonl. The decision is same_person or different_people; skip items you are not sure about.
  3. 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.

Showing 1-19 of 19 items

  1. #1Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-19c565980cb7

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:209Enrollment enrollment:210Evidence
    First nameKevinKevinAgreeSame
    Last nameKhanKhanAgreeSame
    Birth date1965-08-271965-08-27AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 209agency-a-derived/enrollment_clean.csv, row 210
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-19c565980cb7","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  2. #2Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-6215d5d03689

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:1400Enrollment enrollment:1401Evidence
    First nameAngelicaAngelicaAgreeSame
    Last nameHerringHerringAgreeSame
    Birth date1939-05-021939-05-02AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 1400agency-a-derived/enrollment_clean.csv, row 1401
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-6215d5d03689","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  3. #3Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-65afb5e0c725

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:1073Enrollment enrollment:1074Evidence
    First nameKristinKristinAgreeSame
    Last nameReedReedAgreeSame
    Birth date1937-05-121937-05-12AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 1073agency-a-derived/enrollment_clean.csv, row 1074
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-65afb5e0c725","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  4. #4Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-6c236bea70cc

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:1121Enrollment enrollment:1122Evidence
    First nameBrianBrianAgreeSame
    Last nameValenzuelaValenzuelaAgreeSame
    Birth date1951-06-131951-06-13AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 1121agency-a-derived/enrollment_clean.csv, row 1122
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-6c236bea70cc","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  5. #5Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-9129130c0fac

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:925Enrollment enrollment:926Evidence
    First nameCarlosCarlosAgreeSame
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 925agency-a-derived/enrollment_clean.csv, row 926
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-9129130c0fac","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  6. #6Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-ef91d7428338

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:1559Enrollment enrollment:1560Evidence
    First nameTaraTaraAgreeSame
    Last nameNovakNovakAgreeSame
    Birth date1958-04-271958-04-27AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 1559agency-a-derived/enrollment_clean.csv, row 1560
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-ef91d7428338","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  7. #7Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-f53831e05437

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:1121Enrollment enrollment:1123Evidence
    First nameBrianBrianAgreeSame
    Last nameValenzuelaValenzuelaAgreeSame
    Birth date1951-06-131951-06-13AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 1121agency-a-derived/enrollment_clean.csv, row 1123
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-f53831e05437","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  8. #8Review: medium prioritySuggestion: Unsure

    Score 0.998, 0.008 above the auto-match line (0.99)

    rq-fb73fc9ceb4f

    Review required: Already joined through other accepted links. This direct pair is still awaiting review.

    • GR-007 Name and birth date only: Name and birth date are the only evidence. Nothing else agrees (no MBI, phone, email, street, or linking policy), so a person decides.
    Compare records and matching evidence
    FieldEnrollment enrollment:752Enrollment enrollment:753Evidence
    First nameKevinKevinAgreeSame
    Last nameCoxCoxAgreeSame
    Birth date1947-12-191947-12-19AgreeSame
    MBI (last 4 only)MissingMissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 752agency-a-derived/enrollment_clean.csv, row 753
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-fb73fc9ceb4f","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  9. #9Review: medium prioritySuggestion: Unsure

    Score 0.148, 0.048 above the auto-reject line (0.1)

    rq-ab11cce6eb9d
    • SCORE-GRAY Score in the gray zone: No guard rail fired. The match score sits between the auto-reject and auto-match lines.
    Compare records and matching evidence
    FieldCRM crm:C-00660CRM crm:C-00661Evidence
    First nameJessicaJessicaAgreeSame
    Last nameNguyenNguyenAgreeSame
    Birth date1984-12-161937-06-30DisagreeDifferent
    MBI (last 4 only)Missing*******MC71MissingMissing on at least one record
    Street2017 Gibson Grove2017 Gibson GroveAgreeSame
    CityWest TaramouthWest Taramouth
    StateCACAAgreeSame
    ZIP9001090010AgreeSame
    Phone(883) 555-0117(556) 555-0183DisagreeDifferent
    EmailMissingjessica.nguyen661@example.comMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 660agency-a-snapshot/clients.csv, row 661
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-ab11cce6eb9d","decision":"same_person","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  10. #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
    FieldCRM crm:C-00847CRM crm:C-01029Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    Street6862 Susan Turnpike7272 Campbell FlatDisagreeDifferent
    CityEast ErichavenNew Mercedesborough
    StateTXMEDisagreeDifferent
    ZIP7612604341DisagreeDifferent
    Phone(518) 555-0135(511) 555-0115DisagreeDifferent
    EmailMissingcarlos.smith1029@example.comMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 847agency-a-snapshot/clients.csv, row 1029
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-95a0a10329f5","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  11. #11Review: medium prioritySuggestion: Different people

    Score 0.378, 0.278 above the auto-reject line (0.1)

    rq-1dfa08419db0
    • GR-003 Only contact details shared: Only a phone number or email is shared. Family members often share these, so that alone never merges.
    Compare records and matching evidence
    FieldCRM crm:C-00459CRM crm:C-00460Evidence
    First nameAshleyAshleyAgreeSame
    Last nameEvansEvansAgreeSame
    Birth date1995-07-021976-03-26DisagreeDifferent
    MBI (last 4 only)Missing*******XE30MissingMissing on at least one record
    Street07522 Richardson Prairie07522 Richardson PrairieAgreeSame
    CityEast JonathanEast Jonathan
    StateKYKYAgreeSame
    ZIP4023140231AgreeSame
    Phone(817) 555-0167(817) 555-0167AgreeSame
    Emailashley.evans459@example.comMissingMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 459agency-a-snapshot/clients.csv, row 460
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-1dfa08419db0","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  12. #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
    FieldCRM crm:C-00847Enrollment enrollment:925Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    Street6862 Susan TurnpikeMissingMissingMissing on at least one record
    CityEast ErichavenMissing
    StateTXMissingMissingMissing on at least one record
    ZIP76126MissingMissingMissing on at least one record
    Phone(518) 555-0135MissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 847agency-a-derived/enrollment_clean.csv, row 925
    Active policyYesNo
    Decision line for this item
    {"item_id":"rq-53529b677620","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  13. #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
    FieldEnrollment enrollment:745Enrollment enrollment:926Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 745agency-a-derived/enrollment_clean.csv, row 926
    Active policyNoYes
    Decision line for this item
    {"item_id":"rq-6eb28c0e1f8c","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  14. #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
    FieldEnrollment enrollment:746Enrollment enrollment:925Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 746agency-a-derived/enrollment_clean.csv, row 925
    Active policyYesNo
    Decision line for this item
    {"item_id":"rq-969310537848","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  15. #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
    FieldCRM crm:C-00847Enrollment enrollment:926Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    Street6862 Susan TurnpikeMissingMissingMissing on at least one record
    CityEast ErichavenMissing
    StateTXMissingMissingMissing on at least one record
    ZIP76126MissingMissingMissing on at least one record
    Phone(518) 555-0135MissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 847agency-a-derived/enrollment_clean.csv, row 926
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-9e6792fb7cd2","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  16. #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
    FieldEnrollment enrollment:746Enrollment enrollment:926Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 746agency-a-derived/enrollment_clean.csv, row 926
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-ab04ffa48b60","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  17. #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
    FieldEnrollment enrollment:745Enrollment enrollment:925Evidence
    First nameGabrielleCarlosDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)*******AT86MissingMissingMissing on at least one record
    StreetMissingMissingMissingMissing on at least one record
    CityMissingMissing
    StateMissingMissingMissingMissing on at least one record
    ZIPMissingMissingMissingMissing on at least one record
    PhoneMissingMissingMissingMissing on at least one record
    EmailMissingMissingMissingMissing on at least one record
    Sourceagency-a-derived/enrollment_clean.csv, row 745agency-a-derived/enrollment_clean.csv, row 925
    Active policyNoNo
    Decision line for this item
    {"item_id":"rq-ac0eb9b934c9","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  18. #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
    FieldCRM crm:C-01029Enrollment enrollment:745Evidence
    First nameCarlosGabrielleDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)Missing*******AT86MissingMissing on at least one record
    Street7272 Campbell FlatMissingMissingMissing on at least one record
    CityNew MercedesboroughMissing
    StateMEMissingMissingMissing on at least one record
    ZIP04341MissingMissingMissing on at least one record
    Phone(511) 555-0115MissingMissingMissing on at least one record
    Emailcarlos.smith1029@example.comMissingMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 1029agency-a-derived/enrollment_clean.csv, row 745
    Active policyYesNo
    Decision line for this item
    {"item_id":"rq-d849421bfe0c","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}
  19. #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
    FieldCRM crm:C-01029Enrollment enrollment:746Evidence
    First nameCarlosGabrielleDisagreeDifferent
    Last nameSmithSmithAgreeSame
    Birth date1935-06-291935-06-29AgreeSame
    MBI (last 4 only)Missing*******AT86MissingMissing on at least one record
    Street7272 Campbell FlatMissingMissingMissing on at least one record
    CityNew MercedesboroughMissing
    StateMEMissingMissingMissing on at least one record
    ZIP04341MissingMissingMissing on at least one record
    Phone(511) 555-0115MissingMissingMissing on at least one record
    Emailcarlos.smith1029@example.comMissingMissingMissing on at least one record
    Sourceagency-a-snapshot/clients.csv, row 1029agency-a-derived/enrollment_clean.csv, row 746
    Active policyYesYes
    Decision line for this item
    {"item_id":"rq-e5b731ea8639","decision":"different_people","reviewer":"your name","decided_at":"2026-10-05T15:00:00+00:00"}