Record, CLM, bronze and silver
CLM-427652
Received 2026-02-13T18:41:20Z, line 72,695 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | LARSON | Larson | Changed |
| Date of birth | 1978-06-24 | 1978-06-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-56641-79 | UHC-56641-79 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | N/A | — | Cleared |
| - | — | Cleared | |
| Address | - | — | Cleared |
| City | -·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.94
- Name key
- ralph|larson
- Address key
- —
- Canonical first
- ralph
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-427653 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427654 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62225 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012848
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ralph Larson, 1978-06-24, 4 records, Verified
Evidence
Matched against CLM-427653
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye7fd6908982026-10-19 19:54:38, matching_agentidentity id MBR-012848, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427653
- Record linked automaticallyd046209f5f2026-10-19 19:52:09, matching_agentidentity id MBR-012848, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427653
- Record linked automaticallye482177e792026-10-19 19:45:42, matching_agentidentity id MBR-012848, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427653
- Record linked automatically7ca8b7e5192026-10-19 19:32:31, matching_agentidentity id MBR-012848, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427653
- Record linked automaticallyde265393012026-10-19 19:31:28, scoring_agentidentity id MBR-008909, confidence 1, method probabilistic, matched record TPA-62163, policy version 1