Record, CLM, bronze and silver
CLM-423792
Received 2026-01-27T14:02:55Z, line 70,142 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·SAMANTHA | Samantha | Changed |
| Middle | — | — | Unchanged |
| Last name | COX | Cox | Changed |
| Date of birth | 01/03/74 | 1974-01-03 | Parsed |
| Gender | null | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 7598 Oak Street | 7598 Oak St | Changed |
| City | DALLAS | Dallas | Changed |
| State | Texas | TX | Changed |
| ZIP | 75291 | 75291 | Unchanged |
| Group | GRP-1983 | GRP-1983 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- samantha|cox
- Address key
- 7598|oak|75291
- Canonical first
- samantha
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-423793 | 1.00 | Scored | — | Auto-linked |
| ENR-131119 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001409
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Saamntha Cox, 1974-01-03, 4 records, Verified
Evidence
Matched against CLM-423793
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec6bdc43672026-10-19 19:54:38, scoring_agentidentity id MBR-001409, confidence 1, method probabilistic, matched record CLM-423793, policy version 1
- Record linked automatically42801cb81a2026-10-19 19:52:08, scoring_agentidentity id MBR-001409, confidence 1, method probabilistic, matched record CLM-423793, policy version 1
- Record linked automatically1d139668f32026-10-19 19:45:41, scoring_agentidentity id MBR-001409, confidence 1, method probabilistic, matched record CLM-423793, policy version 1
- Record linked automaticallyf443799ad62026-10-19 19:32:31, scoring_agentidentity id MBR-001409, confidence 1, method probabilistic, matched record CLM-423793, policy version 1
- Record linked automaticallye7a4c7e36f2026-10-19 19:31:28, matching_agentidentity id MBR-030923, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423793