Record, CLM, bronze and silver
CLM-406856
Received 2026-06-04T17:11:56Z, line 73,797 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 | Thomas·· | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | 19540623 | 1954-06-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-38256-64 | UHC-38256-64 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 1297 APACHE BLVD | 1297 Apache Blvd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28288 | 28288 | Unchanged |
| Group | GRP-0331 | GRP-0331 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- thomas|sandoval
- Address key
- 1297|apache|28288
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-406857 | 1.00 | Scored | — | Auto-linked |
| ENR-108963 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53006 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025915
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Sandoval, 1954-06-23, 4 records, Verified
Evidence
Matched against CLM-406857
| 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 automaticallyc6dd0f30c02026-10-19 19:54:38, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406857, policy version 1
- Record linked automatically1def45f52b2026-10-19 19:52:09, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406857, policy version 1
- Record linked automatically3c7c77d7f12026-10-19 19:45:42, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406857, policy version 1
- Record linked automatically80abcaefc02026-10-19 19:32:31, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406857, policy version 1
- Record linked automaticallyc20998545d2026-10-19 19:31:28, matching_agentidentity id MBR-010320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109013