Record, CLM, bronze and silver
CLM-416674
Received 2026-09-01T00:44:08Z, line 42,891 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 | valentina | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | johnson | Johnson | Changed |
| Date of birth | 16-12-1952 | 1952-12-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-30272-86 | UHC-30272-86 | Parsed |
| SSN | •••-••-3595 | •••-••-3595 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 9880 Canyon Road | 9880 Canyon Rd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92191 | 92191 | Unchanged |
| Group | GRP-9114 | GRP-9114 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.76
- Name key
- valentina|johnson
- Address key
- 9880|canyon|92191
- Canonical first
- valentina
Quality flags
6 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)
- 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-57336 | 1.00 | Scored | — | Auto-linked |
| ENR-121898 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012295
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Johnson, 1952-12-16, 3 records, Verified
Evidence
Matched against TPA-57336
| 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 automatically8f9755de0e2026-10-19 19:54:38, scoring_agentidentity id MBR-012295, confidence 1, method probabilistic, matched record TPA-57336, policy version 1
- Record linked automatically9219d436bd2026-10-19 19:52:09, scoring_agentidentity id MBR-012295, confidence 1, method probabilistic, matched record TPA-57336, policy version 1
- Record linked automaticallyb0126113532026-10-19 19:45:42, scoring_agentidentity id MBR-012295, confidence 1, method probabilistic, matched record TPA-57336, policy version 1
- Record linked automatically81c4ee7a412026-10-19 19:32:31, scoring_agentidentity id MBR-012295, confidence 1, method probabilistic, matched record TPA-57336, policy version 1
- Record linked automaticallybcc25658e62026-10-19 19:31:28, scoring_agentidentity id MBR-028044, confidence 1, method probabilistic, matched record TPA-57293, policy version 1