Record, CLM, bronze and silver
CLM-410054
Received 2026-10-14T02:06:10Z, line 94,837 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 | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | ·7203 Sunset Boulevard | 7203 Sunset Blvd | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28231 | 28231 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- 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
- City re-casedCity re-cased to Title Case
- 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-54401 | 1.00 | Scored | — | Auto-linked |
| CLM-410053 | 1.00 | Scored | — | Auto-linked |
| ENR-113256 | 1.00 | Scored | — | 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 automatically388d79dbcd2026-10-22 12:43:54, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automaticallye8f26af4062026-10-19 19:54:38, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically175ff555c32026-10-19 19:52:09, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically6fede70bf62026-10-19 19:45:42, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automaticallya4882cce032026-10-19 19:32:31, scoring_agentidentity id MBR-015669, confidence 1, method probabilistic, matched record TPA-54401, policy version 1
- Record linked automatically8b546c97012026-10-19 19:31:28, scoring_agentidentity id MBR-009594, confidence 1, method probabilistic, matched record CLM-410055, policy version 1