Record, CLM, bronze and silver
CLM-402716
Received 2026-09-27T04:55:22Z, line 68,500 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 | ·KAYLA | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | WELLS | Wells | Changed |
| Date of birth | 07/02/1985 | 1985-07-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-51813-94 | UHC-51813-94 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 16 FOREST AVE | 16 Forest Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85362 | 85362 | Unchanged |
| Group | ·GRP-8462 | GRP-8462 | Changed |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- kayla|wells
- Address key
- 16|forest|85362
- Canonical first
- kayla
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-20785 | 1.00 | Scored | — | Auto-linked |
| ENR-103500 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-043272
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Wells, 1985-07-02, 3 records, Verified
Evidence
Matched against PRV-20785
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya2f1dfa06d2026-10-22 12:43:55, scoring_agentidentity id MBR-043272, confidence 1, method probabilistic, matched record PRV-20785, policy version 1
- Record linked automaticallyd37dc98d0c2026-10-19 19:54:39, scoring_agentidentity id MBR-043272, confidence 1, method probabilistic, matched record PRV-20785, policy version 1
- Record linked automatically94e3087d3e2026-10-19 19:52:09, scoring_agentidentity id MBR-043272, confidence 1, method probabilistic, matched record PRV-20785, policy version 1
- Record linked automaticallyf99918031d2026-10-19 19:45:42, scoring_agentidentity id MBR-043272, confidence 1, method probabilistic, matched record PRV-20785, policy version 1
- Record linked automaticallyfe44aed3b82026-10-19 19:32:31, scoring_agentidentity id MBR-043272, confidence 1, method probabilistic, matched record PRV-20785, policy version 1
- Record linked automatically9f421689102026-10-19 19:31:28, matching_agentidentity id MBR-006442, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103551