Record, CLM, bronze and silver
CLM-429525
Received 2026-09-04T01:53:09Z, line 11,971 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 | CAROL A | Carol | Changed |
| Middle | — | A | Changed |
| Last name | SHAW | Shaw | Changed |
| Date of birth | ·2002-10-06 | 2002-10-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-74988-59 | UHC-74988-59 | Unchanged |
| SSN | •••-••-3346 | •••-••-3346 | Unchanged |
| Phone | 544-717-3992 | 5447173992 | Parsed |
| — | — | Unchanged | |
| Address | 1968 WILLOW CT | 1968 Willow Ct | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32826 | 32826 | Unchanged |
| Group | GRP-2897 | GRP-2897 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- carol|shaw
- Address key
- 1968|willow|32826
- Canonical first
- carol
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-63054 | 1.00 | Scored | — | Auto-linked |
| TPA-63055 | 1.00 | Scored | — | Auto-linked |
| TPA-63053 | 1.00 | Scored | — | Auto-linked |
| ENR-138740 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429524 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010567
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Shaw, 2002-10-06, 6 records, Verified
Evidence
Matched against TPA-63054
| 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 automatically15c96109302026-10-19 19:54:38, scoring_agentidentity id MBR-010567, confidence 1, method probabilistic, matched record TPA-63054, policy version 1
- Record linked automaticallycc971a9ecd2026-10-19 19:52:09, scoring_agentidentity id MBR-010567, confidence 1, method probabilistic, matched record TPA-63054, policy version 1
- Record linked automatically6215c1e1812026-10-19 19:45:42, scoring_agentidentity id MBR-010567, confidence 1, method probabilistic, matched record TPA-63054, policy version 1
- Record linked automatically34cc8670ff2026-10-19 19:32:31, scoring_agentidentity id MBR-010567, confidence 1, method probabilistic, matched record TPA-63054, policy version 1
- Record linked automatically23094b2ea62026-10-19 19:31:28, scoring_agentidentity id MBR-009178, confidence 1, method probabilistic, matched record PRV-28677, policy version 1