Record, CLM, bronze and silver
CLM-407554
Received 2026-05-23T00:34:18Z , line 98,532 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 | JACK | Jack | Changed |
| Middle | I | I | Unchanged |
| Last name | RAY | Ray | Changed |
| Date of birth | 1943-10-02 | 1943-10-02 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-32122-35 | UHC-32122-35 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 886-340-0298 | 8863400298 | Parsed |
| NULL | — | Cleared | |
| Address | 4554 MEADOW LANE | 4554 Meadow Ln | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | Arizona | AZ | Changed |
| ZIP | NULL·· | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.46
- Name key
- john|ray
- Address key
- 4554|meadow|phoenix
- Canonical first
- john
Quality flags
9 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-407555 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109896 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031900
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: John Ray, 1943-10-02, 3 records, Verified
Evidence
Matched against CLM-407555
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd6b7ffee912026-10-19 19:54:38, matching_agentidentity id MBR-031900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407555
- Record linked automatically7d62f636682026-10-19 19:52:09, matching_agentidentity id MBR-031900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407555
- Record linked automaticallyb7a83c11cc2026-10-19 19:45:42, matching_agentidentity id MBR-031900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407555
- Record linked automatically9be4faab2e2026-10-19 19:32:31, matching_agentidentity id MBR-031900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407555
- Record linked automaticallye489df194d2026-10-19 19:31:28, matching_agentidentity id MBR-004501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407551