Record, CLM, bronze and silver
CLM-400234
Received 2026-08-20T09:40:41Z, line 3,077 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 | ESPINOZA | Espinoza | Changed |
| Middle | — | — | Unchanged |
| Last name | ANGELA·· | Angela | Changed |
| Date of birth | 19790709 | 1979-07-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4174 | •••-••-4174 | Unchanged |
| Phone | - | — | Cleared |
| angela.espinoza@gmail.com | angela.espinoza@gmail.com | Unchanged | |
| Address | 6531 OCEAN AVENUE | 6531 Ocean Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93743·· | 93743 | Changed |
| Group | GRP-5088 | GRP-5088 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- espinoza|angela
- Address key
- 6531|ocean|93743
- Canonical first
- espinoza
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-400235 | 0.99 | Scored | — | Auto-linked |
| CLM-400236 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017663
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Angela Espinoza, 1979-07-09, 4 records, Verified
Evidence
Matched against CLM-400235
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyde079b6a1c2026-10-19 19:54:38, scoring_agentidentity id MBR-017663, confidence 0.986, method probabilistic, matched record CLM-400235, policy version 1
- Record linked automatically25b30e70cf2026-10-19 19:52:09, scoring_agentidentity id MBR-017663, confidence 0.986, method probabilistic, matched record CLM-400235, policy version 1
- Record linked automaticallya2af3d72432026-10-19 19:45:42, scoring_agentidentity id MBR-017663, confidence 0.986, method probabilistic, matched record CLM-400235, policy version 1
- Record linked automaticallyd87da45c1d2026-10-19 19:32:31, scoring_agentidentity id MBR-017663, confidence 0.986, method probabilistic, matched record CLM-400235, policy version 1
- Record linked automatically731dba7e172026-10-19 19:31:28, matching_agentidentity id MBR-018126, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400235