Record, CLM, bronze and silver
CLM-424870
Received 2026-08-31T07:01:45Z, line 56,195 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 | Nancy | Nancy | Unchanged |
| Middle | C | C | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 1950-02-27·· | 1950-02-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC5010481 | UHC-50104-81 | Parsed |
| SSN | — | — | Unchanged |
| Phone | ·7874679968 | 7874679968 | Parsed |
| NULL | — | Cleared | |
| Address | 4406 SUNSET BLVD | 4406 Sunset Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85251 | 85251 | Unchanged |
| Group | GRP-5870·· | GRP-5870 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- nancy|mills
- Address key
- 4406|sunset|85251
- Canonical first
- nancy
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
- 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 |
|---|---|---|---|---|
| CLM-424869 | 0.99 | Scored | — | Auto-linked |
| ENR-132491 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025449
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nancy Mills, 1950-02-27, 3 records, Verified
Evidence
Matched against CLM-424869
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically31791f24142026-10-19 19:54:38, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record CLM-424869, policy version 1
- Record linked automaticallya387cc3f9e2026-10-19 19:52:09, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record CLM-424869, policy version 1
- Record linked automatically79dc75d3142026-10-19 19:45:42, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record CLM-424869, policy version 1
- Record linked automaticallye3c3ebbf0f2026-10-19 19:32:31, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record CLM-424869, policy version 1
- Record linked automaticallycc841b584b2026-10-19 19:31:28, scoring_agentidentity id MBR-026314, confidence 1, method probabilistic, matched record PRV-27332, policy version 1