Record, CLM, bronze and silver
CLM-419010
Received 2026-02-24T20:57:33Z, line 55,380 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 | Mills, Jack | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Mills | Changed |
| Date of birth | 1971-05-18 | 1971-05-18 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-22367-74·· | UHC-22367-74 | Parsed |
| SSN | - | — | Cleared |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 9097 Pine Drive | 9097 Pine Dr | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75276 | 75276 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- john|mills
- Address key
- 9097|pine|75276
- Canonical first
- john
Quality flags
7 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
- 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-419011 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125049 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015640
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Mills, 1971-05-18, 3 records, Verified
Evidence
Matched against CLM-419011
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf455c90cd02026-10-22 12:43:54, matching_agentidentity id MBR-015640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419011
- Record linked automatically1be657a86c2026-10-19 19:54:38, matching_agentidentity id MBR-015640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419011
- Record linked automatically8df6d615fb2026-10-19 19:52:09, matching_agentidentity id MBR-015640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419011
- Record linked automatically609ca96a672026-10-19 19:45:42, matching_agentidentity id MBR-015640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419011
- Record linked automatically13fe4f0b6a2026-10-19 19:32:31, matching_agentidentity id MBR-015640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419011
- Record linked automatically9a750ea8292026-10-19 19:31:28, matching_agentidentity id MBR-026435, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-124880