Record, CLM, bronze and silver
CLM-422653
Received 2026-10-03T02:11:28Z, line 9,299 of the CLM feed
CLMRule
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 | LI | Li | Changed |
| Date of birth | 16-05-2000 | 2000-05-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-86987-56 | UHC-86987-56 | Unchanged |
| SSN | •••-••-7122 | •••-••-7122 | Unchanged |
| Phone | (213) 752-9288 | 2137529288 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 7785 Ocean Avenue | 7785 Ocean Ave | Changed |
| City | San Diego | San Diego | Unchanged |
| State | ca | CA | Changed |
| ZIP | 92124-8605 | 92124 | Changed |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.46
- Name key
- lori|li
- Address key
- 7785|ocean|92124
- Canonical first
- lori
Quality flags
9 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
- 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-422654 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129677 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021736
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Li, 2000-05-16, 3 records, Verified
Evidence
Matched against CLM-422654
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyc9a9f069c82026-10-19 19:54:38, matching_agentidentity id MBR-021736, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422654
- Record linked automaticallyd63233a8c22026-10-19 19:52:09, matching_agentidentity id MBR-021736, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422654
- Record linked automaticallyd0c426fd4a2026-10-19 19:45:42, matching_agentidentity id MBR-021736, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422654
- Record linked automaticallyba47a86bd02026-10-19 19:32:31, matching_agentidentity id MBR-021736, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422654