Record, CLM , bronze and silver
CLM-408958
Received 2026-10-14T22:12:05Z, line 60,681 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ANDREA | Andrea | Changed |
| Middle | — | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 07/02/88·· | 1988-07-02 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | UHC-45950-02 | UHC-45950-02 | Unchanged |
| SSN | •••-••-2034 | •••-••-2034 | Unchanged |
| Phone | ·2617194299 | 2617194299 | Parsed |
| andrea.carroll35@proton.me | andrea.carroll35@proton.me | Unchanged | |
| Address | 6828 Oak Street | 6828 Oak St | Changed |
| City | SACRAMENTO·· | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95878 | 95878 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- andrea|carroll
- Address key
- 6828|oak|95878
- Canonical first
- andrea
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
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-408956 | 1.00 | Scored | — | Auto-linked |
| TPA-53927 | 0.99 | Scored | — | Auto-linked |
| CLM-408959 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024646
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Carroll, 1988-07-02, 4 records, Verified
Evidence
Matched against CLM-408956
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya100819d002026-10-19 19:54:38, scoring_agentidentity id MBR-024646, confidence 1, method probabilistic, matched record CLM-408956, policy version 1
- Record linked automatically0d90a6efc82026-10-19 19:52:09, scoring_agentidentity id MBR-024646, confidence 1, method probabilistic, matched record CLM-408956, policy version 1
- Record linked automatically842947edb22026-10-19 19:45:42, scoring_agentidentity id MBR-024646, confidence 1, method probabilistic, matched record CLM-408956, policy version 1
- Record linked automaticallyae38567a222026-10-19 19:32:31, scoring_agentidentity id MBR-024646, confidence 1, method probabilistic, matched record CLM-408956, policy version 1
- Record linked automatically67986f38382026-10-19 19:31:28, matching_agentidentity id MBR-010208, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111809