Record, CLM, bronze and silver
CLM-426202
Received 2026-02-06T19:51:08Z, line 74,240 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 | Barbara | Barbara | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Dunn | Dunn | Unchanged |
| Date of birth | 01/04/07·· | 2007-01-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-34994-98 | UHC-34994-98 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | ·8620 Cedar Lane | 8620 Cedar Ln | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33198 | 33198 | Unchanged |
| Group | GRP-4968 | GRP-4968 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- barbara|dunn
- Address key
- 8620|cedar|33198
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-61567 | 1.00 | Scored | — | Auto-linked |
| TPA-61568 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61569 | 0.99 | Scored | — | Auto-linked |
| ENR-134321 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010971
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Dunn, 2007-01-04, 5 records, Verified
Evidence
Matched against TPA-61567
| 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 automaticallya6828748fb2026-10-22 12:43:54, scoring_agentidentity id MBR-010971, confidence 1, method probabilistic, matched record TPA-61567, policy version 1
- Record linked automaticallyb2af2792532026-10-19 19:54:38, scoring_agentidentity id MBR-010971, confidence 1, method probabilistic, matched record TPA-61567, policy version 1
- Record linked automatically8cd8ece9272026-10-19 19:52:09, scoring_agentidentity id MBR-010971, confidence 1, method probabilistic, matched record TPA-61567, policy version 1
- Record linked automatically58381ecb192026-10-19 19:45:42, scoring_agentidentity id MBR-010971, confidence 1, method probabilistic, matched record TPA-61567, policy version 1
- Record linked automaticallyf36bcc454b2026-10-19 19:32:31, scoring_agentidentity id MBR-010971, confidence 1, method probabilistic, matched record TPA-61567, policy version 1
- Record linked automaticallyf630a1a8772026-10-19 19:31:28, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-61532