Record, CLM , bronze and silver
CLM-406038
Received 2026-10-05T13:34:22Z, line 82,629 of the CLM feed
CLM Rule
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 | Y | Y | Unchanged |
| Last name | ·BARNES | Barnes | Changed |
| Date of birth | 04/09/58 | 1958-04-09 | Parsed |
| Gender | ·UNKNOWN | — | Cleared |
| Member ID | uhc-76599-05·· | UHC-76599-05 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-3520 | GRP-3520 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- larry|barnes
- Address key
- —
- Canonical first
- larry
Quality flags
5 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-21766 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406039 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107957 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-406040 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-406036 | 0.83 | Scored | — | Sent to steward |
| CLM-406037 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024690
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Barnes, 1958-04-09, 7 records, Verified
Evidence
Matched against PRV-21766
| 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 automatically5d1516825f2026-10-19 19:54:38, matching_agentidentity id MBR-024690, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21766
- Record linked automaticallyfe27092abd2026-10-19 19:52:09, matching_agentidentity id MBR-024690, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21766
- Record linked automaticallybd268ff8fc2026-10-19 19:45:42, matching_agentidentity id MBR-024690, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21766
- Record linked automatically5bb67e486d2026-10-19 19:32:31, matching_agentidentity id MBR-024690, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21766
- Record linked automaticallyb2d33b66df2026-10-19 19:31:28, matching_agentidentity id MBR-023963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107908