Record, CLM, bronze and silver
CLM-425475
Received 2026-02-06T18:05:22Z , line 29,063 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 | Carolyn | Carolyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howard·· | Howard | Changed |
| Date of birth | 02-05-1951 | 1951-05-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-95418-97 | UHC-95418-97 | Parsed |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | ·NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- carolyn|howard
- Address key
- —
- Canonical first
- carolyn
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-27506 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133322 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001772
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Howard, 1951-05-02, 3 records, Verified
Evidence
Matched against ENR-133322
| 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 automaticallya951667fa62026-10-22 12:43:53, matching_agentidentity id MBR-001772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133322
- Record linked automatically188f1c88c42026-10-19 19:54:38, matching_agentidentity id MBR-001772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133322
- Record linked automaticallyb53cd0379a2026-10-19 19:52:08, matching_agentidentity id MBR-001772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133322
- Record linked automatically5ea7cfa1f52026-10-19 19:45:41, matching_agentidentity id MBR-001772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133322
- Record linked automatically1f267491fd2026-10-19 19:32:31, matching_agentidentity id MBR-001772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133322
- Record linked automaticallyd44f68e7242026-10-19 19:31:28, scoring_agentidentity id MBR-033748, confidence 0.925, method probabilistic, matched record TPA-61210, policy version 1