Record, CLM, bronze and silver
CLM-408563
Received 2026-07-30T08:45:31Z, line 90,846 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 | Carol | Carol | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | Dec 21, 1980 | 1980-12-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-0990 | •••-••-0990 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 6314 Hillcrest Road | 6314 Hillcrest Rd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85286-4645 | 85286 | Changed |
| Group | GRP-0244 | GRP-0244 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- carol|espinoza
- Address key
- 6314|hillcrest|85286
- Canonical first
- carol
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-111298 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408564 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019120
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carol Espinoza, 1980-12-21, 3 records, Verified
Evidence
Matched against ENR-111298
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically1d2f84de522026-10-19 19:54:38, matching_agentidentity id MBR-019120, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111298
- Record linked automatically6cc778ff102026-10-19 19:52:09, matching_agentidentity id MBR-019120, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111298
- Record linked automatically89668a18672026-10-19 19:45:42, matching_agentidentity id MBR-019120, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111298
- Record linked automatically35aad8fd8a2026-10-19 19:32:31, matching_agentidentity id MBR-019120, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111298
- Record linked automatically17ce53714d2026-10-19 19:31:28, scoring_agentidentity id MBR-009566, confidence 1, method probabilistic, matched record CLM-408564, policy version 1