Record, CLM, bronze and silver
CLM-402535
Received 2026-02-15T00:09:30Z, line 55,206 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 | Andrea | Andrea | Unchanged |
| Middle | S. | S | Changed |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 19690328 | 1969-03-28 | Parsed |
| Gender | ·· | — | Unchanged |
| Member ID | UHC-23088-75 | UHC-23088-75 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (687) 737-9373 | 6877379373 | Parsed |
| ANDREA.COOK79@ICLOUD.COM | andrea.cook79@icloud.com | Changed | |
| Address | 8650 Maple Avenue | 8650 Maple Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85298-4760 | 85298 | Changed |
| Group | GRP-2516 | GRP-2516 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- andrea|cook
- Address key
- 8650|maple|85298
- Canonical first
- andrea
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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-402533 | 1.00 | Scored | — | Auto-linked |
| CLM-402534 | 1.00 | Scored | — | Auto-linked |
| ENR-103240 | 0.99 | Rule | D1 member id + dob exact | 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 automaticallyac665bf1942026-10-19 19:54:38, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automaticallyfe450704762026-10-19 19:52:08, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automatically95916df4402026-10-19 19:45:41, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automatically9b730f4a4c2026-10-19 19:32:31, scoring_agentidentity id MBR-000876, confidence 1, method probabilistic, matched record CLM-402534, policy version 1
- Record linked automaticallyaa4b3faf4f2026-10-19 19:31:28, matching_agentidentity id MBR-027791, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103328