Record, CLM, bronze and silver
CLM-418823
Received 2026-05-06T07:08:20Z, line 61,923 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 | bruce | Bruce | Changed |
| Middle | — | — | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | 11/06/1996 | 1996-11-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7232 Forest Avenue | 7232 Forest Ave | Changed |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85236-6425 | 85236 | Changed |
| Group | GRP-8635 | GRP-8635 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- bruce|nichols
- Address key
- 7232|forest|85236
- Canonical first
- bruce
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-124774 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017833
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bruce Nichols, 1996-11-06, 2 records, Verified
Evidence
Matched against ENR-124774
| 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 automatically1db395f91f2026-10-19 19:54:38, scoring_agentidentity id MBR-017833, confidence 1, method probabilistic, matched record ENR-124774, policy version 1
- Record linked automaticallya8479ec33d2026-10-19 19:52:09, scoring_agentidentity id MBR-017833, confidence 1, method probabilistic, matched record ENR-124774, policy version 1
- Record linked automaticallyc44c4951452026-10-19 19:45:42, scoring_agentidentity id MBR-017833, confidence 1, method probabilistic, matched record ENR-124774, policy version 1
- Record linked automatically9f3906bcf22026-10-19 19:32:31, scoring_agentidentity id MBR-017833, confidence 1, method probabilistic, matched record ENR-124774, policy version 1
- Record linked automatically19a2ab6e062026-10-19 19:31:28, matching_agentidentity id MBR-024286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124609