Record, CLM, bronze and silver
CLM-420440
Received 2026-07-21T21:03:43Z, line 95,339 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 | NOAH | Noah | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | 19820409 | 1982-04-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC4741431 | UHC-47414-31 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | 496 MARKET ST | 496 Market St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | null | — | Cleared |
| Group | ·- | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.60
- Name key
- noah|cook
- Address key
- 496|market|tempe
- Canonical first
- noah
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-420439 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-126902 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58987 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008288
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Noah Cook, 1982-04-09, 4 records, Verified
Evidence
Matched against ENR-126902
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically2ceff8b7db2026-10-22 12:43:54, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126902
- Record linked automatically3fb9fb12242026-10-19 19:54:38, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126902
- Record linked automaticallyd972a6f9322026-10-19 19:52:09, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126902
- Record linked automatically630a1856ab2026-10-19 19:45:42, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126902
- Record linked automatically02898a3f4f2026-10-19 19:32:31, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126902