Record, CLM , bronze and silver
CLM-402533
Received 2026-04-10T03:33:01Z, line 54,528 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 | Unchanged |
| Middle | S | S | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 03/28/69 | 1969-03-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (687) 737-9373 | 6877379373 | Parsed |
| null | — | Cleared | |
| Address | 8650 MAPLE AVENUE | 8650 Maple Ave | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- andrea|cook
- Address key
- 8650|maple|85298
- Canonical first
- andrea
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-402534 | 1.00 | Scored | — | Auto-linked |
| CLM-402535 | 1.00 | Scored | — | Auto-linked |
| ENR-103240 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000876
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Cook, 1969-03-28, 4 records, Verified
Evidence
Matched against CLM-402534
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically021a7f90492026-10-19 19:54:38, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automatically3b0aee133d2026-10-19 19:52:08, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automatically5b97cbfc902026-10-19 19:45:41, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automatically8244c00fcc2026-10-19 19:32:31, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automaticallyc065a470fd2026-10-19 19:31:28, scoring_agentidentity id MBR-019876, confidence 1, method probabilistic, matched record TPA-51166, policy version 1