Record, CLM, bronze and silver
CLM-417298
Received 2026-02-27T12:02:33Z, line 38,950 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Lawrence·· | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | Chapman | Chapman | Unchanged |
| Date of birth | Oct 20, 1975 | 1975-10-20 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | ·UHC-16649-11 | UHC-16649-11 | Parsed |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3172 OCEAN AVE | 3172 Ocean Ave | Changed |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78770 | 78770 | Unchanged |
| Group | GRP-1895 | GRP-1895 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- lawrence|chapman
- Address key
- 3172|ocean|78770
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-57639 | 1.00 | Scored | — | Auto-linked |
| CLM-417297 | 1.00 | Scored | — | Auto-linked |
| CLM-417299 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122791 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122790 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016274
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Chapman, 1975-10-20, 6 records, Verified
Evidence
Matched against TPA-57639
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2bb7c69dbf2026-10-19 19:54:38, scoring_agentidentity id MBR-016274, confidence 1, method probabilistic, matched record TPA-57639, policy version 1
- Record linked automatically77339a88f02026-10-19 19:52:09, scoring_agentidentity id MBR-016274, confidence 1, method probabilistic, matched record TPA-57639, policy version 1
- Record linked automatically6c030b09e22026-10-19 19:45:42, scoring_agentidentity id MBR-016274, confidence 1, method probabilistic, matched record TPA-57639, policy version 1
- Record linked automatically418032366d2026-10-19 19:32:31, scoring_agentidentity id MBR-016274, confidence 1, method probabilistic, matched record TPA-57639, policy version 1
- Record linked automatically322e8f2a3d2026-10-19 19:31:28, matching_agentidentity id MBR-002305, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417299