Record, CLM, bronze and silver
CLM-420376
Received 2026-09-15T05:42:13Z, line 14,249 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 | LORI | Lori | Changed |
| Middle | V | V | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | ·03-10-1941 | 1941-10-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-19429-29 | UHC-19429-29 | Unchanged |
| SSN | null | — | Cleared |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 8962 UNION STREET | 8962 Union St | Changed |
| City | ·Gilbert | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85264-4833 | 85264 | Changed |
| Group | GRP-5429 | GRP-5429 | Unchanged |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.62
- Name key
- lori|nichols
- Address key
- 8962|union|85264
- Canonical first
- lori
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
- 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 |
|---|---|---|---|---|
| PRV-26045 | 1.00 | Scored | — | Auto-linked |
| ENR-126786 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019448
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Nichols, 1941-10-03, 3 records, Verified
Evidence
Matched against PRV-26045
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye85c89a7d52026-10-22 12:43:54, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record PRV-26045, policy version 1
- Record linked automaticallyb4922532582026-10-19 19:54:38, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record PRV-26045, policy version 1
- Record linked automatically6b106ec6742026-10-19 19:52:09, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record PRV-26045, policy version 1
- Record linked automaticallyfbd4b7ed252026-10-19 19:45:42, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record PRV-26045, policy version 1
- Record linked automaticallyee12d4256a2026-10-19 19:32:31, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record PRV-26045, policy version 1
- Record linked automatically1b092044e42026-10-19 19:31:28, scoring_agentidentity id MBR-017163, confidence 1, method probabilistic, matched record TPA-58881, policy version 1