Record, CLM , bronze and silver
CLM-412605
Received 2026-03-11T15:46:22Z, line 19,697 of the CLM feed
CLM Scored
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 | Jan 13, 1980 | 1980-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| LORI.CAMPBELL89@YAHOO.COM | lori.campbell89@yahoo.com | Changed | |
| Address | 231 Broadway | 231 Broadway | Unchanged |
| City | FRESNO | Fresno | Changed |
| State | California | CA | Changed |
| ZIP | 93734-7809 | 93734 | Changed |
| Group | GRP-0825·· | GRP-0825 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- lori|campbell
- Address key
- 231|broadway|93734
- Canonical first
- lori
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)
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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-412604 | 1.00 | Scored | — | Auto-linked |
| CLM-412606 | 1.00 | Scored | — | Auto-linked |
| CLM-412603 | 0.99 | Scored | — | 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-412604
| 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
5 hash-chained entries for this record
- Record linked automatically4517a7ddcb2026-10-19 19:54:38, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412604, policy version 1
- Record linked automatically7e446097312026-10-19 19:52:09, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412604, policy version 1
- Record linked automatically54609cfc182026-10-19 19:45:42, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412604, policy version 1
- Record linked automatically11c59aff4b2026-10-19 19:32:31, scoring_agentidentity id MBR-018997, confidence 1, method probabilistic, matched record CLM-412604, policy version 1
- Record linked automatically2d61abe65a2026-10-19 19:31:28, matching_agentidentity id MBR-006030, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116692