Record, CLM, bronze and silver
CLM-426783
Received 2026-03-01T09:17:34Z, line 87,593 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 12/13/41 | 1941-12-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-87488-26 | UHC-87488-26 | Unchanged |
| SSN | ·UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.82
- Name key
- larry|stephens
- Address key
- —
- Canonical first
- larry
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| ENR-135140 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135139 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27883 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009096
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Stephens, 1941-12-13, 4 records, Verified
Evidence
Matched against ENR-135140
| 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 automaticallyaab7253f4c2026-10-22 12:43:54, matching_agentidentity id MBR-009096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135140
- Record linked automatically9fb3d5e7ec2026-10-19 19:54:38, matching_agentidentity id MBR-009096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135140
- Record linked automatically55a942b56c2026-10-19 19:52:09, matching_agentidentity id MBR-009096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135140
- Record linked automatically8b11bdc15c2026-10-19 19:45:42, matching_agentidentity id MBR-009096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135140
- Record linked automatically3899d4360e2026-10-19 19:32:31, matching_agentidentity id MBR-009096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135140
- Record linked automatically228e5673b82026-10-19 19:31:28, scoring_agentidentity id MBR-015566, confidence 0.992, method probabilistic, matched record ENR-135393, policy version 1