Record, CLM , bronze and silver
CLM-400578
Received 2026-06-06T05:26:03Z, line 46,038 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 | Luna, Bobby | Bobby | Changed |
| Middle | S. | S | Changed |
| Last name | — | Luna | Changed |
| Date of birth | 4/22/1977 | 1977-04-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-10718-28 | UHC-10718-28 | Unchanged |
| SSN | •••-••-2152 | •••-••-2152 | Unchanged |
| Phone | 422.234.0620 | 4222340620 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-6220 | GRP-6220 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- robert|luna
- Address key
- —
- Canonical first
- robert
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| ENR-100785 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033821
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Luna, 1977-04-22, 2 records, Verified
Evidence
Matched against ENR-100785
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically855948d7fa2026-10-22 12:43:55, matching_agentidentity id MBR-033821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100785
- Record linked automatically9ad7fcf4122026-10-19 19:54:39, matching_agentidentity id MBR-033821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100785
- Record linked automatically4248aee1d52026-10-19 19:52:09, matching_agentidentity id MBR-033821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100785
- Record linked automaticallyc4ce624cbb2026-10-19 19:45:42, matching_agentidentity id MBR-033821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100785
- Record linked automatically2a407025d42026-10-19 19:32:31, matching_agentidentity id MBR-033821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100785
- Record linked automatically1cead122032026-10-19 19:31:28, matching_agentidentity id MBR-007616, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-100854