Record, CLM, bronze and silver
CLM-419444
Received 2026-08-19T10:38:14Z, line 58,657 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 | Bishop, Joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bishop | Changed |
| Date of birth | 26-10-1966 | 1966-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-58513-77 | UHC-58513-77 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 19089607735 | 9089607735 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | ·· | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | ·GRP-5100 | GRP-5100 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- joseph|bishop
- Address key
- —
- Canonical first
- joseph
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-58584 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125601 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419443 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032181
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Bishop, 1966-10-26, 4 records, Verified
Evidence
Matched against ENR-125601
| 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 automaticallyab42fd12292026-10-22 12:43:54, matching_agentidentity id MBR-032181, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125601
- Record linked automatically228f019be22026-10-19 19:54:38, matching_agentidentity id MBR-032181, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125601
- Record linked automaticallybf1fdb06812026-10-19 19:52:09, matching_agentidentity id MBR-032181, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125601
- Record linked automaticallyff73d3ca012026-10-19 19:45:42, matching_agentidentity id MBR-032181, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125601
- Record linked automaticallyc56370ecf72026-10-19 19:32:31, matching_agentidentity id MBR-032181, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125601
- Record linked automaticallyccf502eb122026-10-19 19:31:28, matching_agentidentity id MBR-006969, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419443