Record, CLM, bronze and silver
CLM-422637
Received 2026-03-08T07:48:39Z, line 56,341 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 | Banks, Juan | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Banks | Changed |
| Date of birth | 11/12/1967 | 1967-11-12 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | 9425 Mesa Dr | 9425 Mesa Dr | Unchanged |
| City | Fresno·· | Fresno | Changed |
| State | CA·· | CA | Changed |
| ZIP | 93762 | 93762 | Unchanged |
| Group | GRP-6782 | GRP-6782 | Unchanged |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.80
- Name key
- juan|banks
- Address key
- 9425|mesa|93762
- Canonical first
- juan
Quality flags
4 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)
- 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-422636 | 1.00 | Scored | — | Auto-linked |
| CLM-422635 | 1.00 | Scored | — | Auto-linked |
| TPA-59947 | 1.00 | Scored | — | Auto-linked |
| ENR-129659 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018241
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Banks, 1967-11-12, 5 records, Verified
Evidence
Matched against CLM-422636
| 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 automatically4ee601448a2026-10-19 19:54:38, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422636, policy version 1
- Record linked automatically19dba21a792026-10-19 19:52:09, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422636, policy version 1
- Record linked automatically45fd4b70b02026-10-19 19:45:42, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422636, policy version 1
- Record linked automaticallyab4a74c4bc2026-10-19 19:32:31, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422636, policy version 1
- Record linked automaticallydbb755b5e52026-10-19 19:31:28, scoring_agentidentity id MBR-037166, confidence 1, method probabilistic, matched record TPA-59956, policy version 1