Record, CLM, bronze and silver
CLM-414873
Received 2026-02-08T04:47:14Z, line 4,137 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 | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 1949-11-11 | 1949-11-11 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·UHC-40533-39 | UHC-40533-39 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 3984418821 | 3984418821 | Unchanged |
| — | — | Unchanged | |
| Address | 2501 Apache Boulevard | 2501 Apache Blvd | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33664 | 33664 | Unchanged |
| Group | GRP-2975 | GRP-2975 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- nicole|banks
- Address key
- 2501|apache|33664
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- 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
- 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-56559 | 1.00 | Scored | — | Auto-linked |
| ENR-119555 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119556 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011362
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Banks, 1949-11-11, 4 records, Verified
Evidence
Matched against TPA-56559
| 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 automatically08adc600a52026-10-22 12:43:54, scoring_agentidentity id MBR-011362, confidence 1, method probabilistic, matched record TPA-56559, policy version 1
- Record linked automatically89e6e366d22026-10-19 19:54:38, scoring_agentidentity id MBR-011362, confidence 1, method probabilistic, matched record TPA-56559, policy version 1
- Record linked automaticallyc2e5594a002026-10-19 19:52:09, scoring_agentidentity id MBR-011362, confidence 1, method probabilistic, matched record TPA-56559, policy version 1
- Record linked automatically931b7932192026-10-19 19:45:42, scoring_agentidentity id MBR-011362, confidence 1, method probabilistic, matched record TPA-56559, policy version 1
- Record linked automatically8bf41c16e12026-10-19 19:32:31, scoring_agentidentity id MBR-011362, confidence 1, method probabilistic, matched record TPA-56559, policy version 1
- Record linked automatically19a5737c542026-10-19 19:31:28, matching_agentidentity id MBR-013643, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119496