Record, CLM, bronze and silver
CLM-412603
Received 2026-05-10T17:31:12Z, line 868 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 | — | — | Unchanged |
| Last name | CMAPBELL | Cmapbell | Changed |
| Date of birth | 19800113 | 1980-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-28401-72 | UHC-28401-72 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (554) 439-7034 | 5544397034 | Parsed |
| - | — | Cleared | |
| Address | 231 BROADWAY | 231 Broadway | Changed |
| City | ·FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93734 | 93734 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.86
- Name key
- lori|cmapbell
- Address key
- 231|broadway|93734
- 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- 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-412606 | 0.99 | Scored | — | Auto-linked |
| CLM-412605 | 0.99 | Scored | — | Auto-linked |
| CLM-412604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018997
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lori Campbell, 1980-01-13, 4 records, Verified
Evidence
Matched against CLM-412605
| 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 automaticallyc1bdd7b2a22026-10-19 19:54:38, scoring_agentidentity id MBR-018997, confidence 0.992, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automatically3541b3975b2026-10-19 19:52:09, scoring_agentidentity id MBR-018997, confidence 0.992, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automatically75910247082026-10-19 19:45:42, scoring_agentidentity id MBR-018997, confidence 0.992, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automaticallyfeb3e5d2d22026-10-19 19:32:31, scoring_agentidentity id MBR-018997, confidence 0.992, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automatically7e4eed2eba2026-10-19 19:31:28, matching_agentidentity id MBR-025595, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23728