Record, CLM, bronze and silver
CLM-422584
Received 2026-02-04T15:56:02Z, line 61,336 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 | ·john | John | Changed |
| Middle | — | — | Unchanged |
| Last name | ·hughes | Hughes | Changed |
| Date of birth | 1947-09-08·· | 1947-09-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-46207-33 | UHC-46207-33 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 1769 Mesa Drive | 1769 Mesa Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6416 | GRP-6416 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- john|hughes
- Address key
- 1769|mesa|tempe
- Canonical first
- john
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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 |
|---|---|---|---|---|
| CLM-422582 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129599 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59924 | 0.93 | Scored | — | Auto-linked |
| CLM-422583 | 0.93 | Scored | — | Auto-linked |
| TPA-59925 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010389
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Hughes, 1947-09-08, 6 records, Verified
Evidence
Matched against CLM-422582
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7e798aa712026-10-19 19:54:38, matching_agentidentity id MBR-010389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422582
- Record linked automatically8d91c29fde2026-10-19 19:52:09, matching_agentidentity id MBR-010389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422582
- Record linked automaticallyb49b8bf1de2026-10-19 19:45:42, matching_agentidentity id MBR-010389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422582
- Record linked automatically650c8c32f32026-10-19 19:32:31, matching_agentidentity id MBR-010389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422582
- Record linked automatically79b5ed25c22026-10-19 19:31:28, scoring_agentidentity id MBR-030395, confidence 1, method probabilistic, matched record ENR-129726, policy version 1