Record, CLM, bronze and silver
CLM-404424
Received 2026-03-07T21:01:13Z, line 26,069 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 | I. | I | Changed |
| Last name | WHITE | White | Changed |
| Date of birth | 07-07-1992 | 1992-07-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 14158799681 | 4158799681 | Parsed |
| — | — | Unchanged | |
| Address | 2314 Park Pl | 2314 Park Pl | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85203 | 85203 | Unchanged |
| Group | GRP-9101 | GRP-9101 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- lori|white
- Address key
- 2314|park|85203
- Canonical first
- lori
Quality flags
5 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-404425 | 0.99 | Scored | — | Auto-linked |
| ENR-105850 | 0.94 | Scored | — | 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-404425
| 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 automatically76092990e72026-10-22 12:43:54, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404425, policy version 1
- Record linked automatically881ead9fa92026-10-19 19:54:38, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404425, policy version 1
- Record linked automatically0d8c2dcb862026-10-19 19:52:09, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404425, policy version 1
- Record linked automaticallyc12c9c499b2026-10-19 19:45:42, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404425, policy version 1
- Record linked automaticallybc4ed52e722026-10-19 19:32:31, scoring_agentidentity id MBR-018136, confidence 0.992, method probabilistic, matched record CLM-404425, policy version 1
- Record linked automatically0781b6da522026-10-19 19:31:28, scoring_agentidentity id MBR-030052, confidence 1, method probabilistic, matched record PRV-21311, policy version 1