Record, CLM, bronze and silver
CLM-411218
Received 2026-02-20T07:15:12Z, line 39,074 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KEVIN | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | MLLS | Mlls | Changed |
| Date of birth | 1976-08-28 | 1976-08-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC4828304 | UHC-48283-04 | Parsed |
| SSN | •••-••-4135 | •••-••-4135 | Unchanged |
| Phone | 7234116514 | 7234116514 | Unchanged |
| ·N/A | — | Cleared | |
| Address | 8930 Mesa Drive | 8930 Mesa Dr | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32899 | 32899 | Unchanged |
| Group | GRP-7716 | GRP-7716 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- kevin|mlls
- Address key
- 8930|mesa|32899
- Canonical first
- kevin
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-411220 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54928 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002765
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Mills, 1976-08-28, 5 records, Verified
Evidence
Matched against ENR-114758
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6a375979f02026-10-22 12:43:53, matching_agentidentity id MBR-002765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114758
- Record linked automaticallyf0adc8a2902026-10-19 19:54:38, matching_agentidentity id MBR-002765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114758
- Record linked automaticallydb6cc0c1002026-10-19 19:52:08, matching_agentidentity id MBR-002765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114758
- Record linked automaticallyc0c24d162c2026-10-19 19:45:41, matching_agentidentity id MBR-002765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114758
- Record linked automatically02b486659a2026-10-19 19:32:31, matching_agentidentity id MBR-002765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114758
- Record linked automatically3f77eec9402026-10-19 19:31:28, scoring_agentidentity id MBR-021354, confidence 1, method probabilistic, matched record CLM-411217, policy version 1