Record, CLM, bronze and silver
CLM-405648
Received 2026-07-23T09:32:32Z, line 80,609 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 | Aaron | Aaron | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cole | Cole | Unchanged |
| Date of birth | 1994-08-21 | 1994-08-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8032 | •••-••-8032 | Unchanged |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 3158 ELM ST | 3158 Elm St | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85742 | 85742 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.80
- Name key
- aaron|cole
- Address key
- 3158|elm|85742
- Canonical first
- aaron
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-52490 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036312
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Aaron Cole, 1994-08-21, 2 records, Verified
Evidence
Matched against TPA-52490
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically7033b8ae8d2026-10-19 19:54:39, scoring_agentidentity id MBR-036312, confidence 0.99, method probabilistic, matched record TPA-52490, policy version 1
- Record linked automatically98e1f38d942026-10-19 19:52:09, scoring_agentidentity id MBR-036312, confidence 0.99, method probabilistic, matched record TPA-52490, policy version 1
- Record linked automatically3feb8e0a352026-10-19 19:45:42, scoring_agentidentity id MBR-036312, confidence 0.99, method probabilistic, matched record TPA-52490, policy version 1
- Record linked automatically16aa13acb12026-10-19 19:32:31, scoring_agentidentity id MBR-036312, confidence 0.99, method probabilistic, matched record TPA-52490, policy version 1
- Record linked automaticallyf0fa11fe2e2026-10-19 19:31:28, scoring_agentidentity id MBR-021841, confidence 1, method probabilistic, matched record CLM-405649, policy version 1