Record, CLM, bronze and silver
CLM-425096
Received 2026-07-29T21:26:20Z, line 2,976 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 | White, Valentina | Valentina | Changed |
| Middle | T | T | Unchanged |
| Last name | — | White | Changed |
| Date of birth | 10/18/1946 | 1946-10-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-42715-20 | UHC-42715-20 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 598 915 3520 | 5989153520 | Parsed |
| - | — | Cleared | |
| Address | 5207 Jefferson Avenue | 5207 Jefferson Ave | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85222 | 85222 | Unchanged |
| Group | GRP-0450 | GRP-0450 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- valentina|white
- Address key
- 5207|jefferson|85222
- Canonical first
- valentina
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-425098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425097 | 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 automatically50509b68fe2026-10-19 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 automatically19247639742026-10-19 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 automatically554b9d13962026-10-19 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 automatically1f0e7176ff2026-10-19 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 automatically9a09eb53272026-10-19 19:31:28, matching_agentidentity id MBR-021478, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425097