Record, CLM, bronze and silver
CLM-425600
Received 2026-01-01T19:40:29Z, line 55,877 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 1990-12-20 | 1990-12-20 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC-77608-21 | UHC-77608-21 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 257-393-1456 | 2573931456 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | ·null | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- barbara|johnston
- Address key
- —
- Canonical first
- barbara
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| TPA-61292 | 1.00 | Scored | — | Auto-linked |
| ENR-133495 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000247
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Johnston, 1990-12-20, 3 records, Verified
Evidence
Matched against TPA-61292
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5ec8b687812026-10-19 19:54:38, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record TPA-61292, policy version 1
- Record linked automatically5ab585ad8a2026-10-19 19:52:08, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record TPA-61292, policy version 1
- Record linked automaticallyec3ba5c5492026-10-19 19:45:41, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record TPA-61292, policy version 1
- Record linked automatically9b186217b22026-10-19 19:32:31, scoring_agentidentity id MBR-000247, confidence 1, method probabilistic, matched record TPA-61292, policy version 1
- Record linked automatically6b649bc51d2026-10-19 19:31:28, matching_agentidentity id MBR-022020, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133783