Record, CLM, bronze and silver
CLM-402957
Received 2026-04-23T18:05:23Z, line 22,214 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 | GABRIEL | Gabriel | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | ·1947-11-21 | 1947-11-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-21533-16 | UHC-21533-16 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 18713805476 | 8713805476 | Parsed |
| - | — | Cleared | |
| Address | 8474 Desert Sky Boulevard | 8474 Desert Sky Blvd | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75012 | 75012 | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.60
- Name key
- gabriel|mcdonald
- Address key
- 8474|desert sky|75012
- Canonical first
- gabriel
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-402955 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402954 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103824 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402956 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012826
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gabriel McDonald, 1947-11-21, 5 records, Verified
Evidence
Matched against ENR-103824
| 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 automatically56e8814c522026-10-22 12:43:54, matching_agentidentity id MBR-012826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103824
- Record linked automatically5cc99db43f2026-10-19 19:54:38, matching_agentidentity id MBR-012826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103824
- Record linked automatically2818650f722026-10-19 19:52:09, matching_agentidentity id MBR-012826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103824
- Record linked automatically9fe753fd482026-10-19 19:45:42, matching_agentidentity id MBR-012826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103824
- Record linked automatically26636b193c2026-10-19 19:32:31, matching_agentidentity id MBR-012826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103824
- Record linked automatically5bc7605ee12026-10-19 19:31:28, scoring_agentidentity id MBR-015315, confidence 1, method probabilistic, matched record TPA-51356, policy version 1