Record, CLM, bronze and silver
CLM-412006
Received 2026-05-29T11:16:30Z, line 58,859 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JULIA | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | 05/13/1977 | 1977-05-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-57532-94 | UHC-57532-94 | Unchanged |
| SSN | •••-••-5904 | •••-••-5904 | Parsed |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | -·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | GRP-0589 | GRP-0589 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- julia|cook
- Address key
- —
- Canonical first
- julia
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-412005 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412007 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005790
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Julia Cook, 1977-05-13, 3 records, Verified
Evidence
Matched against CLM-412005
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically390691a9d62026-10-22 12:43:53, matching_agentidentity id MBR-005790, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-412005
- Record linked automatically2bddf9fb5c2026-10-19 19:54:38, matching_agentidentity id MBR-005790, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-412005
- Record linked automatically835aa3a42f2026-10-19 19:52:08, matching_agentidentity id MBR-005790, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-412005
- Record linked automatically168632f8a42026-10-19 19:45:42, matching_agentidentity id MBR-005790, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-412005
- Record linked automaticallyea66ef7a482026-10-19 19:32:31, matching_agentidentity id MBR-005790, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-412005
- Record linked automatically1cb4faf06c2026-10-19 19:31:28, matching_agentidentity id MBR-016525, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-55328