Record, CLM, bronze and silver
CLM-418926
Received 2026-04-07T13:14:42Z, line 35,175 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | COX | Cox | Changed |
| Date of birth | 07/25/73 | 1973-07-25 | Parsed |
| Gender | ·- | — | Cleared |
| Member ID | UHC-64407-76 | UHC-64407-76 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (727) 987-7927 | 7279877927 | Parsed |
| — | — | Unchanged | |
| Address | 4580 Elm Street | 4580 Elm St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85201 | 85201 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- aaron|cox
- Address key
- 4580|elm|85201
- Canonical first
- aaron
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-418927 | 1.00 | Scored | — | Auto-linked |
| ENR-124939 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124940 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003219
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Cox, 1973-07-25, 4 records, Verified
Evidence
Matched against CLM-418927
| 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 automatically06cf95fa472026-10-22 12:43:53, scoring_agentidentity id MBR-003219, confidence 1, method probabilistic, matched record CLM-418927, policy version 1
- Record linked automaticallyc69dbd23e62026-10-19 19:54:38, scoring_agentidentity id MBR-003219, confidence 1, method probabilistic, matched record CLM-418927, policy version 1
- Record linked automatically300bb66ed12026-10-19 19:52:08, scoring_agentidentity id MBR-003219, confidence 1, method probabilistic, matched record CLM-418927, policy version 1
- Record linked automatically081dabafbf2026-10-19 19:45:41, scoring_agentidentity id MBR-003219, confidence 1, method probabilistic, matched record CLM-418927, policy version 1
- Record linked automaticallyf33d632a0c2026-10-19 19:32:31, scoring_agentidentity id MBR-003219, confidence 1, method probabilistic, matched record CLM-418927, policy version 1
- Record linked automaticallye7ab487d722026-10-19 19:31:28, matching_agentidentity id MBR-033905, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418927