Record, CLM, bronze and silver
CLM-421432
Received 2026-06-09T12:33:23Z, line 25,254 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 | lucia | Lucia | Changed |
| Middle | ···· | — | Unchanged |
| Last name | vazquez | Vazquez | Changed |
| Date of birth | 1970-06-11·· | 1970-06-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (633) 759-9464 | 6337599464 | Parsed |
| ···· | — | Unchanged | |
| Address | 4165 Meadow Lane | 4165 Meadow Ln | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93711 | 93711 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- lucia|vazquez
- Address key
- 4165|meadow|93711
- Canonical first
- lucia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-421431 | 1.00 | Scored | — | Auto-linked |
| PRV-26324 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031282
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lucia Vazquez, 1970-06-11, 3 records, Verified
Evidence
Matched against CLM-421431
| 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 automatically0ceb8c64072026-10-22 12:43:54, scoring_agentidentity id MBR-031282, confidence 1, method probabilistic, matched record CLM-421431, policy version 1
- Record linked automatically0dc91a07052026-10-19 19:54:38, scoring_agentidentity id MBR-031282, confidence 1, method probabilistic, matched record CLM-421431, policy version 1
- Record linked automatically44a1cafa932026-10-19 19:52:09, scoring_agentidentity id MBR-031282, confidence 1, method probabilistic, matched record CLM-421431, policy version 1
- Record linked automatically058657ea7b2026-10-19 19:45:42, scoring_agentidentity id MBR-031282, confidence 1, method probabilistic, matched record CLM-421431, policy version 1
- Record linked automatically50299f19fd2026-10-19 19:32:31, scoring_agentidentity id MBR-031282, confidence 1, method probabilistic, matched record CLM-421431, policy version 1
- Record linked automatically2164970d1e2026-10-19 19:31:28, scoring_agentidentity id MBR-033689, confidence 1, method probabilistic, matched record TPA-59363, policy version 1