Record, CLM, bronze and silver
CLM-409554
Received 2026-01-05T18:03:33Z, line 82,496 of the CLM feed
CLMRule
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 | RAMIREZ | Ramirez | Changed |
| Date of birth | 1968-08-22 | 1968-08-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-71900-08 | UHC-71900-08 | Unchanged |
| SSN | •••-••-6766 | •••-••-6766 | Unchanged |
| Phone | UNKNOWN·· | — | Cleared |
| NULL | — | Cleared | |
| Address | 3494 HILLCREST ROAD | 3494 Hillcrest Rd | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75285 | 75285 | Unchanged |
| Group | GRP-6393 | GRP-6393 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- fatima|ramirez
- Address key
- 3494|hillcrest|75285
- Canonical first
- fatima
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-112586 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001543
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Ramirez, 1968-08-22, 2 records, Verified
Evidence
Matched against ENR-112586
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automatically1ae1864edd2026-10-22 12:43:53, matching_agentidentity id MBR-001543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112586
- Record linked automatically845b26cd812026-10-19 19:54:38, matching_agentidentity id MBR-001543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112586
- Record linked automaticallyc17d63a66e2026-10-19 19:52:08, matching_agentidentity id MBR-001543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112586
- Record linked automatically2b0411c5c72026-10-19 19:45:41, matching_agentidentity id MBR-001543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112586
- Record linked automaticallye0e1c65c8a2026-10-19 19:32:31, matching_agentidentity id MBR-001543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112586
- Record linked automatically4412c0c4cd2026-10-19 19:31:28, scoring_agentidentity id MBR-001680, confidence 1, method probabilistic, matched record PRV-22841, policy version 1