Record, CLM, bronze and silver
CLM-404425
Received 2026-05-14T23:04:55Z, line 37,197 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 | ·LOI | Loi | Changed |
| Middle | — | — | Unchanged |
| Last name | WHITE·· | White | Changed |
| Date of birth | Jul 7, 1992 | 1992-07-07 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | uhc-54572-42 | UHC-54572-42 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (415) 879-9681 | 4158799681 | Parsed |
| N/A | — | Cleared | |
| Address | 2314 PARK PL | 2314 Park Pl | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85203 | 85203 | Unchanged |
| Group | GRP-9101 | GRP-9101 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.72
- Name key
- loi|white
- Address key
- 2314|park|85203
- Canonical first
- loi
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| CLM-404424 | 0.99 | Scored | — | Auto-linked |
| ENR-105850 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018136
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lori White, 1992-07-07, 3 records, Verified
Evidence
Matched against CLM-404424
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0cccf2a1942026-10-22 12:43:54, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404424, policy version 1
- Record linked automatically6f969219ff2026-10-19 19:54:38, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404424, policy version 1
- Record linked automaticallyb110174f6a2026-10-19 19:52:09, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404424, policy version 1
- Record linked automaticallyc5e9fbc71e2026-10-19 19:45:42, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404424, policy version 1
- Record linked automaticallyd4b44e52fc2026-10-19 19:32:31, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404424, policy version 1
- Record linked automaticallybda0d519692026-10-19 19:31:28, matching_agentidentity id MBR-043668, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105767