Record, CLM, bronze and silver
CLM-419179
Received 2026-02-17T05:30:16Z, line 51,875 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 | GERALD | Gerald | Changed |
| Middle | — | — | Unchanged |
| Last name | BNKS | Bnks | Changed |
| Date of birth | 1998-10-17 | 1998-10-17 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 1424 Desert Sky Blvd | 1424 Desert Sky Blvd | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85258 | 85258 | Unchanged |
| Group | GRP-8668 | GRP-8668 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- gerald|bnks
- Address key
- 1424|desert sky|85258
- Canonical first
- gerald
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-125286 | 0.99 | Scored | — | Auto-linked |
| PRV-25705 | 0.99 | Scored | — | Auto-linked |
| TPA-58480 | 0.99 | Scored | — | Auto-linked |
| TPA-58481 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013714
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Banks, 1998-10-17, 5 records, Verified
Evidence
Matched against ENR-125286
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically9dc4426b112026-10-19 19:54:38, scoring_agentidentity id MBR-013714, confidence 0.986, method probabilistic, matched record ENR-125286, policy version 1
- Record linked automatically5d402b7a752026-10-19 19:52:09, scoring_agentidentity id MBR-013714, confidence 0.986, method probabilistic, matched record ENR-125286, policy version 1
- Record linked automaticallyeae55d31c22026-10-19 19:45:42, scoring_agentidentity id MBR-013714, confidence 0.986, method probabilistic, matched record ENR-125286, policy version 1
- Record linked automatically0d98d97fac2026-10-19 19:32:31, scoring_agentidentity id MBR-013714, confidence 0.986, method probabilistic, matched record ENR-125286, policy version 1
- Record linked automaticallyffbbd835742026-10-19 19:31:28, matching_agentidentity id MBR-006714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419181