Record, CLM, bronze and silver
CLM-406857
Received 2026-04-15T05:08:50Z, line 77,478 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 | Unchanged |
| Middle | Z. | Z | Changed |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | 1954-06-23 | 1954-06-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 3199816736 | 3199816736 | Unchanged |
| — | — | Unchanged | |
| Address | 1297 APACHE BOULEVARD | 1297 Apache Blvd | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28288 | 28288 | Unchanged |
| Group | GRP-0331 | GRP-0331 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- thomas|sandoval
- Address key
- 1297|apache|28288
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-406856 | 1.00 | Scored | — | 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-406856
| 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 automatically4d06f365762026-10-19 19:54:38, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406856, policy version 1
- Record linked automatically7fefe2ffb22026-10-19 19:52:09, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406856, policy version 1
- Record linked automaticallye779c739112026-10-19 19:45:42, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406856, policy version 1
- Record linked automaticallydcad533b902026-10-19 19:32:31, scoring_agentidentity id MBR-025915, confidence 1, method probabilistic, matched record CLM-406856, policy version 1
- Record linked automatically8c5a75ea9f2026-10-19 19:31:28, matching_agentidentity id MBR-034170, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406858