Record, CLM, bronze and silver
CLM-429228
Received 2026-05-31T20:50:04Z, line 91,588 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, Thomas | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Campbell | Changed |
| Date of birth | 19450821·· | 1945-08-21 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-19472-43 | UHC-19472-43 | Unchanged |
| SSN | •••-••-6482 | •••-••-6482 | Unchanged |
| Phone | 2504766586 | 2504766586 | Unchanged |
| — | — | Unchanged | |
| Address | 1644 HIGHLAND AVE | 1644 Highland Ave | Changed |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | ·55327 | 55327 | Changed |
| Group | GRP-2877 | GRP-2877 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- thomas|campbell
- Address key
- 1644|highland|55327
- Canonical first
- thomas
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-429230 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138351 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022728
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Thomas Campbell, 1945-08-21, 4 records, Verified
Evidence
Matched against ENR-138351
| 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
5 hash-chained entries for this record
- Record linked automatically07d970acf82026-10-19 19:54:38, matching_agentidentity id MBR-022728, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138351
- Record linked automatically5c35028b142026-10-19 19:52:09, matching_agentidentity id MBR-022728, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138351
- Record linked automatically676415ea202026-10-19 19:45:42, matching_agentidentity id MBR-022728, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138351
- Record linked automaticallyf1b6b030a12026-10-19 19:32:31, matching_agentidentity id MBR-022728, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138351
- Record linked automaticallyecd43443f52026-10-19 19:31:28, scoring_agentidentity id MBR-042696, confidence 1, method probabilistic, matched record CLM-429229, policy version 1