Record, CLM, bronze and silver
CLM-431253
Received 2026-02-05T17:11:20Z, line 1,480 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 | Hill, Kimberly | Kimberly | Changed |
| Middle | O | O | Unchanged |
| Last name | — | Hill | Changed |
| Date of birth | 1945-12-18 | 1945-12-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 770.748.2301 | 7707482301 | Parsed |
| — | — | Unchanged | |
| Address | 6792 OCEAN AVENUE | 6792 Ocean Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85234 | 85234 | Unchanged |
| Group | GRP-6582 | GRP-6582 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- kimberly|hill
- Address key
- 6792|ocean|85234
- Canonical first
- kimberly
Quality flags
5 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
- 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-63813 | 1.00 | Scored | — | Auto-linked |
| ENR-141043 | 0.79 | Scored | — | Sent to steward |
| TPA-63812 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009785
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Hill, 1945-12-18, 2 records, Verified
Evidence
Matched against TPA-63813
| 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 automaticallyc4457111e62026-10-19 19:54:38, scoring_agentidentity id MBR-009785, confidence 1, method probabilistic, matched record TPA-63813, policy version 1
- Record linked automatically698ddb3d512026-10-19 19:52:09, scoring_agentidentity id MBR-009785, confidence 1, method probabilistic, matched record TPA-63813, policy version 1
- Record linked automatically2efe319e562026-10-19 19:45:42, scoring_agentidentity id MBR-009785, confidence 1, method probabilistic, matched record TPA-63813, policy version 1
- Record linked automatically016fdc10aa2026-10-19 19:32:31, scoring_agentidentity id MBR-009785, confidence 1, method probabilistic, matched record TPA-63813, policy version 1