Record, CLM, bronze and silver
CLM-410053
Received 2026-03-06T03:49:31Z, line 92,462 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 | shirley·· | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | george | George | Changed |
| Date of birth | 24-07-1976 | 1976-07-24 | Parsed |
| Gender | ·· | — | Unchanged |
| Member ID | UHC-25946-28 | UHC-25946-28 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 7203 SUNSET BOULEVARD | 7203 Sunset Blvd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28231 | 28231 | Unchanged |
| Group | GRP-0462 | GRP-0462 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.76
- Name key
- shirley|george
- Address key
- 7203|sunset|28231
- Canonical first
- shirley
Quality flags
6 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
- 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-410054 | 1.00 | Scored | — | Auto-linked |
| TPA-54401 | 1.00 | Scored | — | Auto-linked |
| ENR-113256 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015669
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley George, 1976-07-24, 4 records, Verified
Evidence
Matched against TPA-54401
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf81e4fd01f2026-10-22 12:43:54, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically7e08b6d5bb2026-10-19 19:54:38, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically37924509182026-10-19 19:52:09, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically0f48edf2022026-10-19 19:45:42, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically5184be50e72026-10-19 19:32:31, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically783de6913e2026-10-19 19:31:28, matching_agentidentity id MBR-027374, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-113292