Record, CLM, bronze and silver
CLM-427089
Received 2026-05-22T05:32:29Z, line 97,866 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 | JAMES | James | Changed |
| Middle | S | S | Unchanged |
| Last name | BANKS | Banks | Changed |
| Date of birth | 1999-03-22 | 1999-03-22 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-39366-98 | UHC-39366-98 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 8353343174 | 8353343174 | Unchanged |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- james|banks
- Address key
- —
- Canonical first
- james
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-427088 | 1.00 | Scored | — | Auto-linked |
| CLM-427090 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427091 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135524 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008230
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Banks, 1999-03-22, 5 records, Verified
Evidence
Matched against CLM-427088
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically8172a803222026-10-22 12:43:54, scoring_agentidentity id MBR-008230, confidence 1, method probabilistic, matched record CLM-427088, policy version 1
- Record linked automatically8d805369b42026-10-19 19:54:38, scoring_agentidentity id MBR-008230, confidence 1, method probabilistic, matched record CLM-427088, policy version 1
- Record linked automatically5bcf24a29e2026-10-19 19:52:09, scoring_agentidentity id MBR-008230, confidence 1, method probabilistic, matched record CLM-427088, policy version 1
- Record linked automaticallye2d32107892026-10-19 19:45:42, scoring_agentidentity id MBR-008230, confidence 1, method probabilistic, matched record CLM-427088, policy version 1
- Record linked automaticallyd2658f9b3f2026-10-19 19:32:31, scoring_agentidentity id MBR-008230, confidence 1, method probabilistic, matched record CLM-427088, policy version 1
- Record linked automaticallya3630cdc7f2026-10-19 19:31:28, matching_agentidentity id MBR-030514, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135847