Record, CLM, bronze and silver
CLM-427250
Received 2026-02-19T02:52:28Z, line 90,665 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | 1946-04-21 | 1946-04-21 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-59178-53 | UHC-59178-53 | Unchanged |
| SSN | •••-••-1519 | •••-••-1519 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3678 | GRP-3678 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- carolyn|smith
- Address key
- —
- Canonical first
- carolyn
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-427251 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427252 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427253 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135727 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014196
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Smith, 1946-04-21, 5 records, Verified
Evidence
Matched against CLM-427251
| 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 automatically26fa91645a2026-10-22 12:43:54, matching_agentidentity id MBR-014196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427251
- Record linked automaticallyaa092d466b2026-10-19 19:54:38, matching_agentidentity id MBR-014196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427251
- Record linked automaticallyeedca5e3412026-10-19 19:52:09, matching_agentidentity id MBR-014196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427251
- Record linked automatically3aea81c8542026-10-19 19:45:42, matching_agentidentity id MBR-014196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427251
- Record linked automatically6a52c055f12026-10-19 19:32:31, matching_agentidentity id MBR-014196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427251
- Record linked automaticallye58bf7e0352026-10-19 19:31:28, scoring_agentidentity id MBR-008536, confidence 1, method probabilistic, matched record TPA-61988, policy version 1