Record, CLM, bronze and silver
CLM-429419
Received 2026-10-09T02:16:06Z, line 19,847 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 | BILLY | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | HRRERA | Hrrera | Changed |
| Date of birth | 1981-04-28·· | 1981-04-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 761 981 6762 | 7619816762 | Parsed |
| - | — | Cleared | |
| Address | 3510 PARK PLACE | 3510 Park Pl | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4213 | GRP-4213 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.48
- Name key
- william|hrrera
- Address key
- 3510|park|fresno
- Canonical first
- william
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-138595 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017927
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Billy Herrera, 1981-04-28, 2 records, Verified
Evidence
Matched against ENR-138595
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0bedd991632026-10-19 19:54:38, scoring_agentidentity id MBR-017927, confidence 0.919, method probabilistic, matched record ENR-138595, policy version 1
- Record linked automaticallyb84a9a93a52026-10-19 19:52:09, scoring_agentidentity id MBR-017927, confidence 0.919, method probabilistic, matched record ENR-138595, policy version 1
- Record linked automatically339af579702026-10-19 19:45:42, scoring_agentidentity id MBR-017927, confidence 0.919, method probabilistic, matched record ENR-138595, policy version 1
- Record linked automatically796276e2342026-10-19 19:32:31, scoring_agentidentity id MBR-017927, confidence 0.919, method probabilistic, matched record ENR-138595, policy version 1
- Record linked automaticallyfee899bc3e2026-10-19 19:31:28, matching_agentidentity id MBR-039535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429420