Record, CLM, bronze and silver
CLM-412604
Received 2026-07-13T00:59:21Z, line 16,442 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 | CAMPBELL | Campbell | Changed |
| Date of birth | 1/13/1980 | 1980-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-28401-72 | UHC-28401-72 | Unchanged |
| SSN | •••-••-6363 | •••-••-6363 | Unchanged |
| Phone | 554-439-7034 | 5544397034 | Parsed |
| lori.campbell89@yahoo.com | lori.campbell89@yahoo.com | Unchanged | |
| Address | 231 BROADWAY | 231 Broadway | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93734 | 93734 | Unchanged |
| Group | GRP-0825 | GRP-0825 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- lori|campbell
- Address key
- 231|broadway|93734
- 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
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-412606 | 1.00 | Scored | — | Auto-linked |
| CLM-412605 | 1.00 | Scored | — | Auto-linked |
| CLM-412603 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018997
- Method
- Scored
- Confidence
- 1.00
- 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 | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically0ca2e8da792026-10-19 19:54:38, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automaticallyfdbaf0e5d82026-10-19 19:52:09, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automatically1e29feef772026-10-19 19:45:42, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412605, policy version 1
- Record linked automatically9ab08534c82026-10-19 19:32:31, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412605, policy version 1