Record, CLM, bronze and silver
CLM-424869
Received 2026-04-12T18:06:08Z, line 5,545 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 | NANY | Nany | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLS | Mills | Changed |
| Date of birth | Feb 27, 1950 | 1950-02-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 4406 SUNSET BOULEVARD | 4406 Sunset Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85251 | 85251 | Unchanged |
| Group | GRP-5870 | GRP-5870 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- nany|mills
- Address key
- 4406|sunset|85251
- Canonical first
- nany
Quality flags
7 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
- 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-132491 | 0.99 | Scored | — | Auto-linked |
| CLM-424870 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025449
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nancy Mills, 1950-02-27, 3 records, Verified
Evidence
Matched against ENR-132491
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically99fd6d34012026-10-19 19:54:38, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record ENR-132491, policy version 1
- Record linked automatically11e6abc8422026-10-19 19:52:09, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record ENR-132491, policy version 1
- Record linked automatically64dc915f5a2026-10-19 19:45:42, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record ENR-132491, policy version 1
- Record linked automatically0965ff10372026-10-19 19:32:31, scoring_agentidentity id MBR-025449, confidence 0.993, method probabilistic, matched record ENR-132491, policy version 1
- Record linked automatically654e7c21a62026-10-19 19:31:28, scoring_agentidentity id MBR-003449, confidence 1, method probabilistic, matched record ENR-132723, policy version 1