Record, CLM, bronze and silver
CLM-407875
Received 2026-03-23T21:59:07Z, line 7,692 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 | ·Arnold, Mari | Mari | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnold | Changed |
| Date of birth | 19860313 | 1986-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-85249-31 | UHC-85249-31 | Unchanged |
| SSN | •••-••-6371 | •••-••-6371 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- maria|arnold
- Address key
- —
- Canonical first
- maria
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-407876 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53477 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021629
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mari Arnold, 1986-03-13, 2 records, Verified
Evidence
Matched against CLM-407876
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically23139641112026-10-22 12:43:54, matching_agentidentity id MBR-021629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407876
- Record linked automatically030cd033672026-10-19 19:54:38, matching_agentidentity id MBR-021629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407876
- Record linked automatically0fb72b9d2b2026-10-19 19:52:09, matching_agentidentity id MBR-021629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407876
- Record linked automaticallyd4ea31ff932026-10-19 19:45:42, matching_agentidentity id MBR-021629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407876
- Record linked automatically6e3222f51b2026-10-19 19:32:31, matching_agentidentity id MBR-021629, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407876
- Record linked automaticallycd6e5909d22026-10-19 19:31:28, scoring_agentidentity id MBR-007679, confidence 1, method probabilistic, matched record PRV-22324, policy version 1