Record, CLM, bronze and silver
CLM-404990
Received 2026-06-15T19:23:42Z, line 74,716 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 | linda | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | james | James | Changed |
| Date of birth | 1949-08-16 | 1949-08-16 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC7426933 | UHC-74269-33 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 6336183500 | 6336183500 | Unchanged |
| NULL | — | Cleared | |
| Address | 1598 Park Place | 1598 Park Pl | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93784 | 93784 | Unchanged |
| Group | GRP-1944 | GRP-1944 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- linda|james
- Address key
- 1598|park|93784
- Canonical first
- linda
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 |
|---|---|---|---|---|
| TPA-52180 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035038
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda James, 1949-08-16, 2 records, Verified
Evidence
Matched against TPA-52180
| 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 automatically67922c13302026-10-22 12:43:55, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record TPA-52180, policy version 1
- Record linked automatically39d3eec5af2026-10-19 19:54:39, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record TPA-52180, policy version 1
- Record linked automatically6116c26edb2026-10-19 19:52:09, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record TPA-52180, policy version 1
- Record linked automatically67cd72c31d2026-10-19 19:45:42, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record TPA-52180, policy version 1
- Record linked automatically070574d0f22026-10-19 19:32:31, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record TPA-52180, policy version 1
- Record linked automaticallye02cb24f4b2026-10-19 19:31:28, matching_agentidentity id MBR-026034, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404991