Record, CLM, bronze and silver
CLM-422069
Received 2026-03-27T18:33:45Z, line 31,401 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 | FATIMA | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | THOMAS | Thomas | Changed |
| Date of birth | 1960-03-25 | 1960-03-25 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 4776529298 | 4776529298 | Unchanged |
| UNKNOWN·· | — | Cleared | |
| Address | 9534 Sage Court | 9534 Sage Ct | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85229 | 85229 | Unchanged |
| Group | GRP-7771 | GRP-7771 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- fatima|thomas
- Address key
- 9534|sage|85229
- Canonical first
- fatima
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-422068 | 1.00 | Scored | — | Auto-linked |
| CLM-422070 | 1.00 | Scored | — | Auto-linked |
| ENR-128899 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Thomas, 1960-03-25, 4 records, Verified
Evidence
Matched against CLM-422068
| 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 automatically03bb17f19a2026-10-22 12:43:54, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422068, policy version 1
- Record linked automatically9b0b01eeb22026-10-19 19:54:38, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422068, policy version 1
- Record linked automatically387bd5b1a92026-10-19 19:52:09, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422068, policy version 1
- Record linked automatically75502c61272026-10-19 19:45:42, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422068, policy version 1
- Record linked automatically0a625381be2026-10-19 19:32:31, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422068, policy version 1
- Record linked automatically1e3aa338b02026-10-19 19:31:28, matching_agentidentity id MBR-007836, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129022