Record, CLM, bronze and silver
CLM-425497
Received 2026-05-31T04:06:56Z, line 29,434 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 | ·Stephen | Stephen | Changed |
| Middle | — | — | Unchanged |
| Last name | Cox | Cox | Unchanged |
| Date of birth | 1959-07-01 | 1959-07-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC5946499 | UHC-59464-99 | Parsed |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 2758 MOUNTAIN VIEW DR | 2758 Mountain View Dr | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85227 | 85227 | Unchanged |
| Group | GRP-3522 | GRP-3522 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- stephen|cox
- Address key
- 2758|mountain view|85227
- Canonical first
- stephen
Quality flags
6 raised during normalisation
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-61250 | 1.00 | Scored | — | Auto-linked |
| ENR-133354 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133355 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019428
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephen Cox, 1959-07-01, 4 records, Verified
Evidence
Matched against TPA-61250
| 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 automatically71d944de682026-10-22 12:43:54, scoring_agentidentity id MBR-019428, confidence 1, method probabilistic, matched record TPA-61250, policy version 1
- Record linked automatically22218d167f2026-10-19 19:54:38, scoring_agentidentity id MBR-019428, confidence 1, method probabilistic, matched record TPA-61250, policy version 1
- Record linked automaticallyec21af468d2026-10-19 19:52:09, scoring_agentidentity id MBR-019428, confidence 1, method probabilistic, matched record TPA-61250, policy version 1
- Record linked automatically4765933a6b2026-10-19 19:45:42, scoring_agentidentity id MBR-019428, confidence 1, method probabilistic, matched record TPA-61250, policy version 1
- Record linked automatically3714c2fe5f2026-10-19 19:32:31, scoring_agentidentity id MBR-019428, confidence 1, method probabilistic, matched record TPA-61250, policy version 1
- Record linked automaticallyf069a2370f2026-10-19 19:31:28, matching_agentidentity id MBR-002742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133609