Record, CLM, bronze and silver
CLM-421928
Received 2026-07-05T20:02:30Z, line 22,976 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 | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | 02/07/94 | 1994-02-07 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0692 | •••-••-0692 | Unchanged |
| Phone | 380-642-2553 | 3806422553 | Parsed |
| ·- | — | Cleared | |
| Address | 1720 Willow Court | 1720 Willow Ct | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89112 | 89112 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- nancy|howard
- Address key
- 1720|willow|89112
- Canonical first
- nancy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-26468 | 1.00 | Scored | — | Auto-linked |
| TPA-59638 | 0.99 | Scored | — | Auto-linked |
| CLM-421929 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009466
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Howard, 1994-02-07, 4 records, Verified
Evidence
Matched against PRV-26468
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1c8771a38b2026-10-22 12:43:54, scoring_agentidentity id MBR-009466, confidence 1, method probabilistic, matched record PRV-26468, policy version 1
- Record linked automatically65b9645ef72026-10-19 19:54:38, scoring_agentidentity id MBR-009466, confidence 1, method probabilistic, matched record PRV-26468, policy version 1
- Record linked automatically7cb9e208502026-10-19 19:52:09, scoring_agentidentity id MBR-009466, confidence 1, method probabilistic, matched record PRV-26468, policy version 1
- Record linked automatically43692c6dca2026-10-19 19:45:42, scoring_agentidentity id MBR-009466, confidence 1, method probabilistic, matched record PRV-26468, policy version 1
- Record linked automatically42ed2036cb2026-10-19 19:32:31, scoring_agentidentity id MBR-009466, confidence 1, method probabilistic, matched record PRV-26468, policy version 1