Record, CLM, bronze and silver
CLM-405421
Received 2026-10-18T23:09:51Z, line 24,577 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 | SOPHIA | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | NUNEZ | Nunez | Changed |
| Date of birth | 5/12/1963 | 1963-05-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-17485-17 | UHC-17485-17 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 477-392-5452 | 4773925452 | Parsed |
| — | — | Unchanged | |
| Address | ·9531 Cedar Lane | 9531 Cedar Ln | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78766 | 78766 | Unchanged |
| Group | GRP-1185 | GRP-1185 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- sophia|nunez
- Address key
- 9531|cedar|78766
- Canonical first
- sophia
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)
- 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 |
|---|---|---|---|---|
| ENR-107132 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039396
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sophia Nunez, 1963-05-12, 2 records, Verified
Evidence
Matched against ENR-107132
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically440f402ab82026-10-19 19:54:39, matching_agentidentity id MBR-039396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107132
- Record linked automatically12f3b30d0b2026-10-19 19:52:09, matching_agentidentity id MBR-039396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107132
- Record linked automatically7b2c30e65c2026-10-19 19:45:42, matching_agentidentity id MBR-039396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107132
- Record linked automaticallye596101a252026-10-19 19:32:31, matching_agentidentity id MBR-039396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107132
- Record linked automatically2560f745312026-10-19 19:31:28, scoring_agentidentity id MBR-008694, confidence 1, method probabilistic, matched record CLM-405420, policy version 1