Record, CLM, bronze and silver
CLM-408529
Received 2026-06-26T08:29:08Z, line 30,369 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 | M | M | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | 1998-06-17 | 1998-06-17 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC4735396 | UHC-47353-96 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 9897444303 | 9897444303 | Unchanged |
| ·· | — | Unchanged | |
| Address | 7492 MARKET ST | 7492 Market St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85270 | 85270 | Unchanged |
| Group | GRP-8103 | GRP-8103 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- judith|dean
- Address key
- 7492|market|85270
- Canonical first
- judith
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| PRV-22519 | 1.00 | Scored | — | Auto-linked |
| PRV-22520 | 1.00 | Scored | — | Auto-linked |
| CLM-408530 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026837
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Dean, 1998-06-17, 4 records, Verified
Evidence
Matched against PRV-22519
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya0561035222026-10-22 12:43:54, scoring_agentidentity id MBR-026837, confidence 1, method probabilistic, matched record PRV-22519, policy version 1
- Record linked automatically7e6dd0fa892026-10-19 19:54:38, scoring_agentidentity id MBR-026837, confidence 1, method probabilistic, matched record PRV-22519, policy version 1
- Record linked automatically482b862f1c2026-10-19 19:52:09, scoring_agentidentity id MBR-026837, confidence 1, method probabilistic, matched record PRV-22519, policy version 1
- Record linked automatically0d734206a62026-10-19 19:45:42, scoring_agentidentity id MBR-026837, confidence 1, method probabilistic, matched record PRV-22519, policy version 1
- Record linked automatically9d4c7466932026-10-19 19:32:31, scoring_agentidentity id MBR-026837, confidence 1, method probabilistic, matched record PRV-22519, policy version 1
- Record linked automatically3289d06cb52026-10-19 19:31:28, matching_agentidentity id MBR-006730, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111231