Record, CLM, bronze and silver
CLM-410557
Received 2026-06-14T01:38:41Z, line 42,008 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 | thomas | Thomas | Changed |
| Middle | D | D | Unchanged |
| Last name | walker | Walker | Changed |
| Date of birth | 3/19/1999 | 1999-03-19 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (732) 963-5029 | 7329635029 | Parsed |
| ·null | — | Cleared | |
| Address | 5048 Market Street | 5048 Market St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85398 | 85398 | Unchanged |
| Group | GRP-9646 | GRP-9646 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- thomas|walker
- Address key
- 5048|market|85398
- Canonical first
- thomas
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-410560 | 1.00 | Scored | — | Auto-linked |
| CLM-410559 | 1.00 | Scored | — | Auto-linked |
| CLM-410558 | 1.00 | Scored | — | Auto-linked |
| ENR-113853 | 1.00 | Scored | — | Auto-linked |
| CLM-410561 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014659
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Walker, 1999-03-19, 6 records, Verified
Evidence
Matched against ENR-113853
| 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 automatically095cad30362026-10-19 19:54:38, scoring_agentidentity id MBR-014659, confidence 1, method probabilistic, matched record ENR-113853, policy version 1
- Record linked automaticallyef9f7dde122026-10-19 19:52:09, scoring_agentidentity id MBR-014659, confidence 1, method probabilistic, matched record ENR-113853, policy version 1
- Record linked automaticallyc7319f3f2c2026-10-19 19:45:42, scoring_agentidentity id MBR-014659, confidence 1, method probabilistic, matched record ENR-113853, policy version 1
- Record linked automatically4ce82d1dcb2026-10-19 19:32:31, scoring_agentidentity id MBR-014659, confidence 1, method probabilistic, matched record ENR-113853, policy version 1
- Record linked automaticallybdf5d2befa2026-10-19 19:31:28, scoring_agentidentity id MBR-005156, confidence 1, method probabilistic, matched record TPA-54692, policy version 1