Record, CLM, bronze and silver
CLM-430431
Received 2026-04-20T11:27:17Z, line 64,810 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 | JOAN | Joan | Changed |
| Middle | G | G | Unchanged |
| Last name | MEDINA | Medina | Changed |
| Date of birth | Feb 10, 1968 | 1968-02-10 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC-51846-88 | UHC-51846-88 | Unchanged |
| SSN | -·· | — | Cleared |
| Phone | (453) 879-0854 | 4538790854 | Parsed |
| null | — | Cleared | |
| Address | - | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- joan|medina
- Address key
- —
- Canonical first
- joan
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-139955 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430433 | 0.83 | Scored | — | Sent to steward |
| CLM-430432 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026812
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joan Medina, 1968-02-10, 4 records, Verified
Evidence
Matched against ENR-139955
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6083c121b2026-10-19 19:54:38, matching_agentidentity id MBR-026812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139955
- Record linked automatically774b7b0a132026-10-19 19:52:09, matching_agentidentity id MBR-026812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139955
- Record linked automaticallyf3330eb4722026-10-19 19:45:42, matching_agentidentity id MBR-026812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139955
- Record linked automatically716936fb782026-10-19 19:32:31, matching_agentidentity id MBR-026812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139955
- Record linked automaticallyb484d314012026-10-19 19:31:28, scoring_agentidentity id MBR-013537, confidence 1, method probabilistic, matched record CLM-430432, policy version 1