Record, CLM, bronze and silver
CLM-422635
Received 2026-06-26T02:10:14Z, line 17,480 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 | 1967-11-12 | 1967-11-12 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-97584-08 | UHC-97584-08 | Unchanged |
| SSN | •••-••-4891 | •••-••-4891 | Unchanged |
| Phone | null | — | Cleared |
| ·null | — | Cleared | |
| Address | 9425 Mesa Dr | 9425 Mesa Dr | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93762 | 93762 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.56
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-59947 | 1.00 | Scored | — | Auto-linked |
| CLM-422637 | 1.00 | Scored | — | Auto-linked |
| ENR-129659 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422636 | 0.99 | Rule | D1 member id + dob exact | 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-422637
| 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 automatically34ef8d91ee2026-10-19 19:54:38, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422637, policy version 1
- Record linked automatically7397b2020a2026-10-19 19:52:09, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422637, policy version 1
- Record linked automatically1cd8188d7d2026-10-19 19:45:42, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422637, policy version 1
- Record linked automatically6967dc6fe22026-10-19 19:32:31, scoring_agentidentity id MBR-018241, confidence 1, method probabilistic, matched record CLM-422637, policy version 1
- Record linked automatically790137aee82026-10-19 19:31:28, matching_agentidentity id MBR-009492, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129801