Record, CLM, bronze and silver
CLM-422066
Received 2026-06-02T12:11:49Z, line 17,658 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 | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | DEEAN | Deean | Changed |
| Date of birth | 19470523 | 1947-05-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-88622-29 | UHC-88622-29 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8347463387 | 8347463387 | Unchanged |
| NULL | — | Cleared | |
| Address | 3690 UNION ST | 3690 Union St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85359 | 85359 | Unchanged |
| Group | GRP-8815 | GRP-8815 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- nancy|deean
- Address key
- 3690|union|85359
- Canonical first
- nancy
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)
- 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
- 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-422065 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59691 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033309
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Dean, 1947-05-23, 3 records, Verified
Evidence
Matched against CLM-422065
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically28dea7b0df2026-10-22 12:43:55, matching_agentidentity id MBR-033309, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422065
- Record linked automatically0549a6c7b02026-10-19 19:54:38, matching_agentidentity id MBR-033309, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422065
- Record linked automatically3876dc31512026-10-19 19:52:09, matching_agentidentity id MBR-033309, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422065
- Record linked automatically5fb2404f632026-10-19 19:45:42, matching_agentidentity id MBR-033309, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422065
- Record linked automatically301fe8c0812026-10-19 19:32:31, matching_agentidentity id MBR-033309, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422065
- Record linked automaticallyd68e99f9252026-10-19 19:31:28, scoring_agentidentity id MBR-034201, confidence 1, method probabilistic, matched record ENR-129015, policy version 1