Record, CLM, bronze and silver
CLM-422615
Received 2026-07-05T10:48:30Z, line 84,941 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 07/16/80 | 1980-07-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-35607-99 | UHC-35607-99 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 7443903678 | 7443903678 | Unchanged |
| NULL | — | Cleared | |
| Address | 8104 MAPLE AVENUE | 8104 Maple Ave | Changed |
| City | FRESNO | Fresno | Changed |
| State | California | CA | Changed |
| ZIP | 93728 | 93728 | Unchanged |
| Group | GRP-1460 | GRP-1460 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- judith|simmons
- Address key
- 8104|maple|93728
- Canonical first
- judith
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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-26684 | 1.00 | Scored | — | Auto-linked |
| ENR-129638 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422616 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033296
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Simmons, 1980-07-16, 4 records, Verified
Evidence
Matched against PRV-26684
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb87c457c352026-10-19 19:54:38, scoring_agentidentity id MBR-033296, confidence 1, method probabilistic, matched record PRV-26684, policy version 1
- Record linked automatically6597e903cc2026-10-19 19:52:09, scoring_agentidentity id MBR-033296, confidence 1, method probabilistic, matched record PRV-26684, policy version 1
- Record linked automaticallyb5cacbd7c32026-10-19 19:45:42, scoring_agentidentity id MBR-033296, confidence 1, method probabilistic, matched record PRV-26684, policy version 1
- Record linked automaticallyb21b3a0f0a2026-10-19 19:32:31, scoring_agentidentity id MBR-033296, confidence 1, method probabilistic, matched record PRV-26684, policy version 1
- Record linked automatically8cbed870222026-10-19 19:31:28, matching_agentidentity id MBR-021345, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-129783