Record, CLM, bronze and silver
CLM-421498
Received 2026-07-14T06:02:36Z, line 43,100 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 | Kim, William | William | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Kim | Changed |
| Date of birth | 2003-05-19 | 2003-05-19 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-5641 | •••-••-5641 | Parsed |
| Phone | 14588729795 | 4588729795 | Parsed |
| - | — | Cleared | |
| Address | 9073 CEDAR LN | 9073 Cedar Ln | Changed |
| City | MESA | Mesa | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85227 | 85227 | Unchanged |
| Group | GRP-6692 | GRP-6692 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- william|kim
- Address key
- 9073|cedar|85227
- Canonical first
- william
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| CLM-421500 | 1.00 | Scored | — | Auto-linked |
| ENR-128153 | 1.00 | Scored | — | Auto-linked |
| CLM-421499 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59449 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026527
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Kim, 2003-05-19, 5 records, Verified
Evidence
Matched against CLM-421500
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyad6fe3ef5b2026-10-22 12:43:54, scoring_agentidentity id MBR-026527, confidence 1, method probabilistic, matched record CLM-421500, policy version 1
- Record linked automaticallya8cc45ef762026-10-19 19:54:38, scoring_agentidentity id MBR-026527, confidence 1, method probabilistic, matched record CLM-421500, policy version 1
- Record linked automatically49c0e822662026-10-19 19:52:09, scoring_agentidentity id MBR-026527, confidence 1, method probabilistic, matched record CLM-421500, policy version 1
- Record linked automaticallyc706ec1e1a2026-10-19 19:45:42, scoring_agentidentity id MBR-026527, confidence 1, method probabilistic, matched record CLM-421500, policy version 1
- Record linked automatically831d83f62a2026-10-19 19:32:31, scoring_agentidentity id MBR-026527, confidence 1, method probabilistic, matched record CLM-421500, policy version 1
- Record linked automatically87745dd5c32026-10-19 19:31:28, matching_agentidentity id MBR-026551, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59395