Record, CLM, bronze and silver
CLM-404681
Received 2026-07-05T08:21:36Z, line 96,548 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 | kathleen | Kathleen | Changed |
| Middle | O | O | Unchanged |
| Last name | obrien | Obrien | Changed |
| Date of birth | Feb 5, 1988 | 1988-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| N/A | — | Cleared | |
| Address | 9351 ELM ST | 9351 Elm St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90075 | 90075 | Unchanged |
| Group | GRP-7528 | GRP-7528 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- kathleen|obrien
- Address key
- 9351|elm|90075
- Canonical first
- kathleen
Quality flags
5 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)
- 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
- 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-52044 | 1.00 | Scored | — | Auto-linked |
| PRV-21353 | 0.99 | Scored | — | Auto-linked |
| TPA-52045 | 0.93 | Scored | — | Auto-linked |
| ENR-106162 | 0.92 | Scored | — | Auto-linked |
| ENR-106163 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007184
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathleen Obrien, 1988-02-05, 6 records, Verified
Evidence
Matched against TPA-52044
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyedc00d0a052026-10-19 19:54:38, scoring_agentidentity id MBR-007184, confidence 1, method probabilistic, matched record TPA-52044, policy version 1
- Record linked automatically52421ab30a2026-10-19 19:52:09, scoring_agentidentity id MBR-007184, confidence 1, method probabilistic, matched record TPA-52044, policy version 1
- Record linked automatically7d7af61a8f2026-10-19 19:45:42, scoring_agentidentity id MBR-007184, confidence 1, method probabilistic, matched record TPA-52044, policy version 1
- Record linked automatically634c9ff1622026-10-19 19:32:31, scoring_agentidentity id MBR-007184, confidence 1, method probabilistic, matched record TPA-52044, policy version 1