Record, CLM, bronze and silver
CLM-432723
Received 2026-03-20T03:13:11Z, line 28,171 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 | Linda | Linda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bishop | Bishop | Unchanged |
| Date of birth | 1943-05-16 | 1943-05-16 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-76949-11 | UHC-76949-11 | Unchanged |
| SSN | •••-••-9066 | •••-••-9066 | Unchanged |
| Phone | (454) 700-7895 | 4547007895 | Parsed |
| N/A | — | Cleared | |
| Address | 1478 Maple Avenue | 1478 Maple Ave | Changed |
| City | Jacksonville·· | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32238 | 32238 | Unchanged |
| Group | GRP-2063 | GRP-2063 | Unchanged |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.78
- Name key
- linda|bishop
- Address key
- 1478|maple|32238
- Canonical first
- linda
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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 |
|---|---|---|---|---|
| CLM-432724 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142968 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29570 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014080
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Linda Bishop, 1943-05-16, 4 records, Verified
Evidence
Matched against ENR-142968
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb3fc65ad902026-10-19 19:54:38, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automaticallyc2a32582e42026-10-19 19:52:09, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically1e524472102026-10-19 19:45:42, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically2233a80c4b2026-10-19 19:32:31, matching_agentidentity id MBR-014080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142968
- Record linked automatically50c4eb2e4f2026-10-19 19:31:28, scoring_agentidentity id MBR-039184, confidence 1, method probabilistic, matched record ENR-143137, policy version 1