Record, CLM, bronze and silver
CLM-403031
Received 2026-04-11T10:18:13Z, line 82,069 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | BARNES | Barnes | Changed |
| Date of birth | 1974-05-22 | 1974-05-22 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-31221-53 | UHC-31221-53 | Unchanged |
| SSN | •••-••-3115 | •••-••-3115 | Unchanged |
| Phone | (863) 820-1592 | 8638201592 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-1733 | GRP-1733 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- karen|barnes
- Address key
- —
- Canonical first
- karen
Quality flags
3 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
- 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-103921 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025202
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Barnes, 1974-05-22, 2 records, Verified
Evidence
Matched against ENR-103921
| 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 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya6eeeadd1d2026-10-22 12:43:54, matching_agentidentity id MBR-025202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103921
- Record linked automatically89e82c9ac82026-10-19 19:54:38, matching_agentidentity id MBR-025202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103921
- Record linked automatically087b4d5b1a2026-10-19 19:52:09, matching_agentidentity id MBR-025202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103921
- Record linked automatically5a65722fc22026-10-19 19:45:42, matching_agentidentity id MBR-025202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103921
- Record linked automatically53b344eb972026-10-19 19:32:31, matching_agentidentity id MBR-025202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103921
- Record linked automatically07cdf8ff8c2026-10-19 19:31:28, scoring_agentidentity id MBR-004651, confidence 1, method probabilistic, matched record CLM-403033, policy version 1