Record, CLM, bronze and silver
CLM-422886
Received 2026-01-25T22:46:28Z, line 90,723 of the CLM feed
CLMScored
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 | — | — | Unchanged |
| Last name | STEWART | Stewart | Changed |
| Date of birth | 3/5/1955 | 1955-03-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-05456-20 | UHC-05456-20 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 252-982-8935 | 2529828935 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- randy|stewart
- 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-26766 | 0.99 | Scored | — | Auto-linked |
| CLM-422887 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422888 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129929 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26767 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007651
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Stewart, 1955-03-05, 6 records, Verified
Evidence
Matched against PRV-26766
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1bca2a08de2026-10-22 12:43:54, scoring_agentidentity id MBR-007651, confidence 0.991, method probabilistic, matched record PRV-26766, policy version 1
- Record linked automatically2d9729cd452026-10-19 19:54:38, scoring_agentidentity id MBR-007651, confidence 0.991, method probabilistic, matched record PRV-26766, policy version 1
- Record linked automaticallyc47ab7d62d2026-10-19 19:52:09, scoring_agentidentity id MBR-007651, confidence 0.991, method probabilistic, matched record PRV-26766, policy version 1
- Record linked automaticallybce66e56eb2026-10-19 19:45:42, scoring_agentidentity id MBR-007651, confidence 0.991, method probabilistic, matched record PRV-26766, policy version 1
- Record linked automatically01432470902026-10-19 19:32:31, scoring_agentidentity id MBR-007651, confidence 0.991, method probabilistic, matched record PRV-26766, policy version 1
- Record linked automatically9d6b5635252026-10-19 19:31:28, scoring_agentidentity id MBR-017803, confidence 1, method probabilistic, matched record CLM-422885, policy version 1