Record, CLM, bronze and silver
CLM-419210
Received 2026-01-22T18:12:21Z, line 70,407 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Judith | Judith | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Robertson·· | Robertson | Changed |
| Date of birth | 1974-05-11 | 1974-05-11 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-96845-24 | UHC-96845-24 | Unchanged |
| SSN | •••-••-7587 | •••-••-7587 | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | ·9604 Elm St | 9604 Elm St | Changed |
| City | ·NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4118 | GRP-4118 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- judith|robertson
- Address key
- 9604|elm|nashville
- Canonical first
- judith
Quality flags
5 raised during normalisation
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-419211 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125341 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419209 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006757
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judith Robertson, 1974-05-11, 4 records, Verified
Evidence
Matched against CLM-419211
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically43fe7cd9ba2026-10-22 12:43:53, matching_agentidentity id MBR-006757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419211
- Record linked automaticallybd98d3b9cc2026-10-19 19:54:38, matching_agentidentity id MBR-006757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419211
- Record linked automaticallyeeffba0d232026-10-19 19:52:09, matching_agentidentity id MBR-006757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419211
- Record linked automatically04fa79c73d2026-10-19 19:45:42, matching_agentidentity id MBR-006757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419211
- Record linked automatically6c6105834e2026-10-19 19:32:31, matching_agentidentity id MBR-006757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419211
- Record linked automatically3e2e80b5ca2026-10-19 19:31:28, scoring_agentidentity id MBR-007739, confidence 1, method probabilistic, matched record TPA-58362, policy version 1