Record, CLM, bronze and silver
CLM-429742
Received 2026-08-09T20:02:14Z, line 76,572 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 | JANCIE | Jancie | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 19560720 | 1956-07-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-09999-74 | UHC-09999-74 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 6905 Hillcrest Road | 6905 Hillcrest Rd | Changed |
| City | Charlotte·· | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28226 | 28226 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- jancie|nichols
- Address key
- 6905|hillcrest|28226
- Canonical first
- jancie
Quality flags
6 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)
- 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
- 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-429743 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012890
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jancie Nichols, 1956-07-20, 2 records, Verified
Evidence
Matched against CLM-429743
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallya4591218a92026-10-19 19:54:38, matching_agentidentity id MBR-012890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429743
- Record linked automatically67d75af9b52026-10-19 19:52:09, matching_agentidentity id MBR-012890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429743
- Record linked automaticallyc1d7c6572a2026-10-19 19:45:42, matching_agentidentity id MBR-012890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429743
- Record linked automatically187b55f0062026-10-19 19:32:31, matching_agentidentity id MBR-012890, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429743
- Record linked automatically2522e47cf02026-10-19 19:31:28, scoring_agentidentity id MBR-026350, confidence 1, method probabilistic, matched record CLM-429741, policy version 1