Record, CLM, bronze and silver
CLM-431402
Received 2026-04-04T02:44:40Z, line 56,037 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 | gary | Gary | Changed |
| Middle | O | O | Unchanged |
| Last name | matthews | Matthews | Changed |
| Date of birth | Nov 13, 1945 | 1945-11-13 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 4842 PINE DRIVE | 4842 Pine Dr | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28266 | 28266 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- gary|matthews
- Address key
- 4842|pine|28266
- Canonical first
- gary
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-431404 | 1.00 | Scored | — | Auto-linked |
| CLM-431403 | 1.00 | Scored | — | Auto-linked |
| CLM-431401 | 0.75 | Scored | — | Sent to steward |
| TPA-63873 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023884
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Matthews, 1945-11-13, 5 records, Verified
Evidence
Matched against CLM-431404
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfe6f3ba3f82026-10-19 19:54:38, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431404, policy version 1
- Record linked automaticallyf02a0db1192026-10-19 19:52:09, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431404, policy version 1
- Record linked automaticallyb608decd6a2026-10-19 19:45:42, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431404, policy version 1
- Record linked automaticallyc9a702e20e2026-10-19 19:32:31, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431404, policy version 1
- Record linked automaticallyc0efd4115d2026-10-19 19:31:28, matching_agentidentity id MBR-027070, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431403