Record, CLM, bronze and silver
CLM-418489
Received 2026-10-13T16:15:25Z, line 51,667 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 | Sanchez, Bruce | Bruce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sanchez | Changed |
| Date of birth | ·19580321 | 1958-03-21 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 724-493-1820 | 7244931820 | Parsed |
| NULL·· | — | Cleared | |
| Address | 2162 Hillcrest Road | 2162 Hillcrest Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95843 | 95843 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- bruce|sanchez
- Address key
- 2162|hillcrest|95843
- Canonical first
- bruce
Quality flags
8 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-58150 | 1.00 | Scored | — | Auto-linked |
| ENR-124340 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012377
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bruce Sanchez, 1958-03-21, 3 records, Verified
Evidence
Matched against TPA-58150
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically58074870c22026-10-22 12:43:54, scoring_agentidentity id MBR-012377, confidence 1, method probabilistic, matched record TPA-58150, policy version 1
- Record linked automaticallyccd2706b662026-10-19 19:54:38, scoring_agentidentity id MBR-012377, confidence 1, method probabilistic, matched record TPA-58150, policy version 1
- Record linked automatically47736a94312026-10-19 19:52:09, scoring_agentidentity id MBR-012377, confidence 1, method probabilistic, matched record TPA-58150, policy version 1
- Record linked automatically93d34df7072026-10-19 19:45:42, scoring_agentidentity id MBR-012377, confidence 1, method probabilistic, matched record TPA-58150, policy version 1
- Record linked automatically42a54999b62026-10-19 19:32:31, scoring_agentidentity id MBR-012377, confidence 1, method probabilistic, matched record TPA-58150, policy version 1
- Record linked automaticallye4343ad6b22026-10-19 19:31:28, scoring_agentidentity id MBR-003882, confidence 1, method probabilistic, matched record CLM-418490, policy version 1