Record, CLM, bronze and silver
CLM-424286
Received 2026-03-24T13:29:13Z, line 46,634 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 | aisha | Aisha | Changed |
| Middle | P. | P | Changed |
| Last name | walker | Walker | Changed |
| Date of birth | 1952-12-22 | 1952-12-22 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-06107-12 | UHC-06107-12 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (300) 256-0759 | 3002560759 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7821 Ocean Avenue | 7821 Ocean Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | Georgia | GA | Changed |
| ZIP | 30305 | 30305 | Unchanged |
| Group | GRP-6093 | GRP-6093 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- aisha|walker
- Address key
- 7821|ocean|30305
- Canonical first
- aisha
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-424285 | 1.00 | Scored | — | Auto-linked |
| ENR-131740 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011245
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Walker, 1952-12-22, 3 records, Verified
Evidence
Matched against CLM-424285
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybb3d42e4052026-10-22 12:43:54, scoring_agentidentity id MBR-011245, confidence 1, method probabilistic, matched record CLM-424285, policy version 1
- Record linked automatically8d4b860a742026-10-19 19:54:38, scoring_agentidentity id MBR-011245, confidence 1, method probabilistic, matched record CLM-424285, policy version 1
- Record linked automatically02ff989e1c2026-10-19 19:52:09, scoring_agentidentity id MBR-011245, confidence 1, method probabilistic, matched record CLM-424285, policy version 1
- Record linked automatically75be8e81f32026-10-19 19:45:42, scoring_agentidentity id MBR-011245, confidence 1, method probabilistic, matched record CLM-424285, policy version 1
- Record linked automatically7a209207af2026-10-19 19:32:31, scoring_agentidentity id MBR-011245, confidence 1, method probabilistic, matched record CLM-424285, policy version 1
- Record linked automaticallyfc85c1af032026-10-19 19:31:28, matching_agentidentity id MBR-012712, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131957