Record, CLM, bronze and silver
CLM-402223
Received 2026-09-21T00:05:08Z, line 23,251 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 | Kimberly | Kimberly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Crawford | Crawford | Changed |
| Date of birth | 10/25/1995 | 1995-10-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-52893-38 | UHC-52893-38 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 2675442722 | 2675442722 | Unchanged |
| — | — | Unchanged | |
| Address | 3927 OCEAN AVE | 3927 Ocean Ave | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75218 | 75218 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- kimberly|crawford
- Address key
- 3927|ocean|75218
- Canonical first
- kimberly
Quality flags
5 raised during normalisation
- 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
- 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-402221 | 1.00 | Scored | — | Auto-linked |
| CLM-402222 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013089
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Crawford, 1995-10-25, 4 records, Verified
Evidence
Matched against CLM-402221
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybc80be366e2026-10-19 19:54:38, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automaticallyebc04efc782026-10-19 19:52:09, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automatically3115e584092026-10-19 19:45:42, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automaticallyac7cfc7cba2026-10-19 19:32:31, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automatically6d2de91b582026-10-19 19:31:28, scoring_agentidentity id MBR-027755, confidence 0.857, method probabilistic, matched record ENR-102924, policy version 1