Record, CLM, bronze and silver
CLM-400206
Received 2026-02-19T18:56:38Z, line 37,878 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 | RANDY | Randy | Changed |
| Middle | E. | E | Changed |
| Last name | LUNA | Luna | Changed |
| Date of birth | 19460928 | 1946-09-28 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-74452-32 | UHC-74452-32 | Unchanged |
| SSN | •••-••-7588 | •••-••-7588 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-8699 | GRP-8699 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- randy|luna
- Address key
- —
- Canonical first
- randy
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)
- 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-100303 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400205 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400207 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50091 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007205
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Randy Luna, 1946-09-28, 5 records, Verified
Evidence
Matched against CLM-400207
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically2920b947712026-10-22 12:43:53, matching_agentidentity id MBR-007205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400207
- Record linked automatically1b7770072d2026-10-19 19:54:38, matching_agentidentity id MBR-007205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400207
- Record linked automatically33082f66252026-10-19 19:52:09, matching_agentidentity id MBR-007205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400207
- Record linked automaticallye105fbe9b72026-10-19 19:45:42, matching_agentidentity id MBR-007205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400207
- Record linked automaticallyca41ff773b2026-10-19 19:32:31, matching_agentidentity id MBR-007205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400207
- Record linked automatically10f82e49312026-10-19 19:31:28, scoring_agentidentity id MBR-038806, confidence 1, method probabilistic, matched record PRV-20058, policy version 1