Record, CLM, bronze and silver
CLM-427605
Received 2026-07-02T11:08:46Z, line 37,490 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 | Campbell, Frances | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Campbell | Changed |
| Date of birth | 1992-09-16 | 1992-09-16 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-98486-22 | UHC-98486-22 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 4566992135 | 4566992135 | Unchanged |
| — | — | Unchanged | |
| Address | 94 Washington Street | 94 Washington St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78717 | 78717 | Unchanged |
| Group | GRP-0138 | GRP-0138 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.52
- Name key
- frances|campbell
- Address key
- 94|washington|78717
- Canonical first
- frances
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
- 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
- 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-136191 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427606 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019839
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances Campbell, 1992-09-16, 3 records, Verified
Evidence
Matched against ENR-136191
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically398ce357022026-10-22 12:43:54, matching_agentidentity id MBR-019839, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136191
- Record linked automatically1f8364d1c52026-10-19 19:54:38, matching_agentidentity id MBR-019839, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136191
- Record linked automaticallyf8b89154e92026-10-19 19:52:09, matching_agentidentity id MBR-019839, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136191
- Record linked automaticallydc740832ec2026-10-19 19:45:42, matching_agentidentity id MBR-019839, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136191
- Record linked automatically9e7cb5eada2026-10-19 19:32:31, matching_agentidentity id MBR-019839, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136191
- Record linked automaticallyb54dc3440d2026-10-19 19:31:28, scoring_agentidentity id MBR-008262, confidence 0.992, method probabilistic, matched record TPA-62145, policy version 1