Record, CLM, bronze and silver
CLM-400785
Received 2026-09-14T13:10:22Z, line 84,175 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | BISHOP | Bishop | Changed |
| Date of birth | Mar 26, 1953 | 1953-03-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC7478294 | UHC-74782-94 | Parsed |
| SSN | — | — | Unchanged |
| Phone | +1 315 794 3023 | 3157943023 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.90
- Name key
- debra|bishop
- Address key
- —
- Canonical first
- debra
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-400784 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101054 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101055 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009260
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Bishop, 1953-03-26, 4 records, Verified
Evidence
Matched against CLM-400784
| 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 automatically490a68ce032026-10-22 12:43:54, matching_agentidentity id MBR-009260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400784
- Record linked automatically374414f06c2026-10-19 19:54:38, matching_agentidentity id MBR-009260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400784
- Record linked automatically660398cbe32026-10-19 19:52:09, matching_agentidentity id MBR-009260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400784
- Record linked automaticallydd1cb9ad6c2026-10-19 19:45:42, matching_agentidentity id MBR-009260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400784
- Record linked automatically119a0b70aa2026-10-19 19:32:31, matching_agentidentity id MBR-009260, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400784
- Record linked automatically1b1873878e2026-10-19 19:31:28, scoring_agentidentity id MBR-005772, confidence 1, method probabilistic, matched record CLM-400786, policy version 1