Record, CLM, bronze and silver
CLM-404609
Received 2026-02-11T22:08:15Z, line 3,388 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 | JUDY | Judy | Changed |
| Middle | V. | V | Changed |
| Last name | LONG | Long | Changed |
| Date of birth | 05/20/01 | 2001-05-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-14892-64 | UHC-14892-64 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 4143 Apache Boulevard | 4143 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | ·Arizona | AZ | Changed |
| ZIP | ·85272 | 85272 | Changed |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.50
- Name key
- judy|long
- Address key
- 4143|apache|85272
- Canonical first
- judy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| TPA-52015 | 1.00 | Scored | — | Auto-linked |
| CLM-404608 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012354
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Long, 2001-05-20, 3 records, Verified
Evidence
Matched against TPA-52015
| 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 automatically665ddaa60a2026-10-22 12:43:54, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automaticallyb03c2521992026-10-19 19:54:38, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically9e5559537a2026-10-19 19:52:09, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically91ef4c0a7c2026-10-19 19:45:42, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automaticallycd55b5386f2026-10-19 19:32:31, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically534aafd1ab2026-10-19 19:31:28, matching_agentidentity id MBR-004256, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21356