Record, CLM, bronze and silver
CLM-425097
Received 2026-03-28T02:25:54Z , line 46,890 of the CLM feed
CLMRule
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 | WHITE | White | Changed |
| Date of birth | ·1946-10-18 | 1946-10-18 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC4271520 | UHC-42715-20 | Parsed |
| SSN | null | — | Cleared |
| Phone | 5989153520 | 5989153520 | Unchanged |
| — | — | Unchanged | |
| Address | 5207 JEFFERSON AVE | 5207 Jefferson Ave | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85222 | 85222 | Unchanged |
| Group | GRP-0450 | GRP-0450 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- valentina|white
- Address key
- 5207|jefferson|85222
- Canonical first
- valentina
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-425096 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012009
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Valentina White, 1946-10-18, 3 records, Verified
Evidence
Matched against CLM-425098
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5112d4b15a2026-10-19 19:54:38, matching_agentidentity id MBR-012009, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425098
- Record linked automaticallyb3c6c159c12026-10-19 19:52:09, matching_agentidentity id MBR-012009, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425098
- Record linked automaticallyfdba744cfd2026-10-19 19:45:42, matching_agentidentity id MBR-012009, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425098
- Record linked automatically659e1b807f2026-10-19 19:32:31, matching_agentidentity id MBR-012009, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425098
- Record linked automatically5b4ebff69b2026-10-19 19:31:28, matching_agentidentity id MBR-021478, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425096