Record, CLM, bronze and silver
CLM-418905
Received 2026-05-15T09:24:15Z, line 72,548 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 | AUSTIN·· | Austin | Changed |
| Middle | — | — | Unchanged |
| Last name | LI·· | Li | Changed |
| Date of birth | 1962-04-04 | 1962-04-04 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-41620-28 | UHC-41620-28 | Unchanged |
| SSN | - | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 3597 SPRING STREET | 3597 Spring St | Changed |
| City | Plano | Plano | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75029 | 75029 | Unchanged |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- austin|li
- Address key
- 3597|spring|75029
- Canonical first
- austin
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-58387 | 1.00 | Scored | — | Auto-linked |
| CLM-418907 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418906 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124906 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028187
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Austin Li, 1962-04-04, 5 records, Verified
Evidence
Matched against TPA-58387
| 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 automaticallyfb2918d5102026-10-19 19:54:38, scoring_agentidentity id MBR-028187, confidence 1, method probabilistic, matched record TPA-58387, policy version 1
- Record linked automatically17c8d59fd02026-10-19 19:52:09, scoring_agentidentity id MBR-028187, confidence 1, method probabilistic, matched record TPA-58387, policy version 1
- Record linked automatically26840fe0052026-10-19 19:45:42, scoring_agentidentity id MBR-028187, confidence 1, method probabilistic, matched record TPA-58387, policy version 1
- Record linked automatically0fb71f52542026-10-19 19:32:31, scoring_agentidentity id MBR-028187, confidence 1, method probabilistic, matched record TPA-58387, policy version 1
- Record linked automatically461f8755702026-10-19 19:31:28, matching_agentidentity id MBR-014242, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124719