Record, CLM, bronze and silver
CLM-419337
Received 2026-03-23T03:24:42Z, line 72,299 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 | ESPINOZA | Espinoza | Changed |
| Date of birth | 1987-11-15 | 1987-11-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| ···· | — | Unchanged | |
| Address | 27 CENTRAL AVE Apt 1 | 27 Central Ave Apt 1 | Changed |
| City | ·Miami | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33180 | 33180 | Unchanged |
| Group | GRP-0425 | GRP-0425 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- fatima|espinoza
- Address key
- 27|central|33180
- Canonical first
- fatima
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-419339 | 1.00 | Scored | — | Auto-linked |
| ENR-125491 | 0.85 | Scored | — | Auto-linked |
| CLM-419338 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021476
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Espinoza, 1987-11-15, 4 records, Verified
Evidence
Matched against CLM-419339
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydfd532b4162026-10-19 19:54:38, scoring_agentidentity id MBR-021476, confidence 1, method probabilistic, matched record CLM-419339, policy version 1
- Record linked automaticallyf6e82f1b522026-10-19 19:52:09, scoring_agentidentity id MBR-021476, confidence 1, method probabilistic, matched record CLM-419339, policy version 1
- Record linked automaticallyca48a06efa2026-10-19 19:45:42, scoring_agentidentity id MBR-021476, confidence 1, method probabilistic, matched record CLM-419339, policy version 1
- Record linked automatically6ea178167a2026-10-19 19:32:31, scoring_agentidentity id MBR-021476, confidence 1, method probabilistic, matched record CLM-419339, policy version 1
- Record linked automatically67a79e44e62026-10-19 19:31:28, matching_agentidentity id MBR-019142, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419336