Record, CLM, bronze and silver
CLM-413733
Received 2026-03-03T14:00:05Z, line 39,867 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 | SARA | Sara | Changed |
| Middle | — | — | Unchanged |
| Last name | FRANKLIN | Franklin | Changed |
| Date of birth | 04-09-1955 | 1955-09-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-76769-82 | UHC-76769-82 | Unchanged |
| SSN | •••-••-6753 | •••-••-6753 | Unchanged |
| Phone | ·320.567.9250 | 3205679250 | Parsed |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-6375 | GRP-6375 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- sara|franklin
- Address key
- —
- Canonical first
- sara
Quality flags
5 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
- 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-413732 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413731 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-56032 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-117960 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001223
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sara Franklin, 1955-09-04, 5 records, Verified
Evidence
Matched against CLM-413731
| 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
5 hash-chained entries for this record
- Record linked automatically381a1358a02026-10-19 19:54:38, matching_agentidentity id MBR-001223, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413731
- Record linked automaticallya1ba84961b2026-10-19 19:52:08, matching_agentidentity id MBR-001223, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413731
- Record linked automatically75f86ef95d2026-10-19 19:45:41, matching_agentidentity id MBR-001223, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413731
- Record linked automatically78cbbd6f5e2026-10-19 19:32:31, matching_agentidentity id MBR-001223, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413731
- Record linked automaticallye153f1266d2026-10-19 19:31:28, scoring_agentidentity id MBR-033880, confidence 1, method probabilistic, matched record ENR-118070, policy version 1