Record, CLM, bronze and silver
CLM-426800
Received 2026-03-18T07:27:42Z, line 92,423 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 | ·JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | ·POWELL | Powell | Changed |
| Date of birth | 1950-12-05 | 1950-12-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC2998274 | UHC-29982-74 | Parsed |
| SSN | •••-••-7825 | •••-••-7825 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 3896 Sunset Boulevard | 3896 Sunset Blvd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33642 | 33642 | Unchanged |
| Group | GRP-8042·· | GRP-8042 | Changed |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- judy|powell
- Address key
- 3896|sunset|33642
- Canonical first
- judy
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-426802 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426801 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020439
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judy Powell, 1950-12-05, 3 records, Verified
Evidence
Matched against CLM-426802
| 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 | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd41b6575e22026-10-22 12:43:54, matching_agentidentity id MBR-020439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426802
- Record linked automaticallye73288300b2026-10-19 19:54:38, matching_agentidentity id MBR-020439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426802
- Record linked automatically08c83b6ae62026-10-19 19:52:09, matching_agentidentity id MBR-020439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426802
- Record linked automatically80dc59deb62026-10-19 19:45:42, matching_agentidentity id MBR-020439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426802
- Record linked automaticallyd238f98f842026-10-19 19:32:31, matching_agentidentity id MBR-020439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426802
- Record linked automatically2dd7d14b452026-10-19 19:31:28, scoring_agentidentity id MBR-009724, confidence 1, method probabilistic, matched record CLM-426801, policy version 1