Record, CLM, bronze and silver
CLM-402222
Received 2026-02-14T18:46:07Z, line 52,218 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | CRAWFORD | Crawford | Changed |
| Date of birth | 1995-10-25 | 1995-10-25 | Unchanged |
| Gender | ·Male | M | Parsed |
| Member ID | UHC-52893-38 | UHC-52893-38 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 3927 Ocean Avenue | 3927 Ocean Ave | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75218 | 75218 | Unchanged |
| Group | - | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- kimberly|crawford
- Address key
- 3927|ocean|75218
- Canonical first
- kimberly
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-402221 | 1.00 | Scored | — | Auto-linked |
| ENR-102843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402223 | 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 automatically6499ffbf1c2026-10-19 19:54:38, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automatically1cd850d9212026-10-19 19:52:09, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automatically4e21783f132026-10-19 19:45:42, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automatically1fc8ee4c9d2026-10-19 19:32:31, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402221, policy version 1
- Record linked automaticallycbf24b3cb32026-10-19 19:31:28, matching_agentidentity id MBR-028521, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102923