Record, CLM, bronze and silver
CLM-431016
Received 2026-09-20T09:21:38Z , line 33,882 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 | RANDY | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | BISHOP | Bishop | Changed |
| Date of birth | ·19820513 | 1982-05-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-81792-57 | UHC-81792-57 | Unchanged |
| SSN | •••-••-3491 | •••-••-3491 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7863 Oak St | 7863 Oak St | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-5012 | GRP-5012 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- randy|bishop
- Address key
- 7863|oak|tempe
- Canonical first
- randy
Quality flags
7 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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-140737 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030053
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Randy Bishop, 1982-05-13, 2 records, Verified
Evidence
Matched against ENR-140737
| 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 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically257ddba5132026-10-19 19:54:38, matching_agentidentity id MBR-030053, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140737
- Record linked automatically9fdc1088942026-10-19 19:52:09, matching_agentidentity id MBR-030053, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140737
- Record linked automaticallyb13146a2ff2026-10-19 19:45:42, matching_agentidentity id MBR-030053, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140737
- Record linked automaticallyd66459fe372026-10-19 19:32:31, matching_agentidentity id MBR-030053, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140737
- Record linked automaticallyd5f988e9e82026-10-19 19:31:28, scoring_agentidentity id MBR-006510, confidence 0.937, method probabilistic, matched record ENR-140929, policy version 1