Record, CLM, bronze and silver
CLM-414423
Received 2026-03-18T04:48:14Z, line 32,241 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 | 1996-12-26 | 1996-12-26 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-03903-87 | UHC-03903-87 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 2517 MOUNTAIN VIEW DRIVE·· | 2517 Mountain View Dr | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85200 | 85200 | Unchanged |
| Group | GRP-5995 | GRP-5995 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- nicole|banks
- Address key
- 2517|mountain view|85200
- Canonical first
- nicole
Quality flags
4 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
- 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-56368 | 1.00 | Scored | — | Auto-linked |
| ENR-118996 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414422 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-56369 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020421
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Banks, 1996-12-26, 5 records, Verified
Evidence
Matched against TPA-56368
| 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 automatically41639520a42026-10-19 19:54:38, scoring_agentidentity id MBR-020421, confidence 1, method probabilistic, matched record TPA-56368, policy version 1
- Record linked automaticallyacec0be5a42026-10-19 19:52:09, scoring_agentidentity id MBR-020421, confidence 1, method probabilistic, matched record TPA-56368, policy version 1
- Record linked automaticallyf817d5d6912026-10-19 19:45:42, scoring_agentidentity id MBR-020421, confidence 1, method probabilistic, matched record TPA-56368, policy version 1
- Record linked automatically1b0778cac82026-10-19 19:32:31, scoring_agentidentity id MBR-020421, confidence 1, method probabilistic, matched record TPA-56368, policy version 1
- Record linked automatically907b4c6ebf2026-10-19 19:31:28, scoring_agentidentity id MBR-012582, confidence 1, method probabilistic, matched record CLM-414422, policy version 1