Record, CLM, bronze and silver
CLM-423457
Received 2026-03-08T23:23:38Z, line 79,310 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 | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | SHAW | Shaw | Changed |
| Date of birth | 02-04-1942 | 1942-04-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-89927-08 | UHC-89927-08 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| justin.shaw88@icloud.com | justin.shaw88@icloud.com | Unchanged | |
| Address | 5769 OAK STREET | 5769 Oak St | Changed |
| City | Las Vegas·· | Las Vegas | Changed |
| State | Nevada | NV | Changed |
| ZIP | 89112 | 89112 | Unchanged |
| Group | GRP-9764 | GRP-9764 | Unchanged |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.48
- Name key
- justin|shaw
- Address key
- 5769|oak|89112
- Canonical first
- justin
Quality flags
8 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
- 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-60320 | 1.00 | Scored | — | Auto-linked |
| ENR-130667 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018386
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Shaw, 1942-04-02, 3 records, Verified
Evidence
Matched against TPA-60320
| 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 automatically659a059fa72026-10-19 19:54:38, scoring_agentidentity id MBR-018386, confidence 1, method probabilistic, matched record TPA-60320, policy version 1
- Record linked automatically7a31f414322026-10-19 19:52:09, scoring_agentidentity id MBR-018386, confidence 1, method probabilistic, matched record TPA-60320, policy version 1
- Record linked automaticallycdcc5be9e72026-10-19 19:45:42, scoring_agentidentity id MBR-018386, confidence 1, method probabilistic, matched record TPA-60320, policy version 1
- Record linked automaticallyee4ff082a72026-10-19 19:32:31, scoring_agentidentity id MBR-018386, confidence 1, method probabilistic, matched record TPA-60320, policy version 1
- Record linked automatically41d24d15502026-10-19 19:31:28, matching_agentidentity id MBR-027192, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130901