Record, CLM, bronze and silver
CLM-431976
Received 2026-08-04T20:55:18Z, line 46,788 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 | Ray, Sam | Sam | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ray | Changed |
| Date of birth | 1998-10-01 | 1998-10-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-71219-67 | UHC-71219-67 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 321 958 3527 | 3219583527 | Parsed |
| NULL | — | Cleared | |
| Address | ·9124 Spring Street | 9124 Spring St | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | 28299 | 28299 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- samantha|ray
- Address key
- 9124|spring|28299
- Canonical first
- samantha
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-431975 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141956 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431974 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431977 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023321
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Samuel Ray, 1998-10-01, 5 records, Verified
Evidence
Matched against CLM-431977
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.90 | 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
5 hash-chained entries for this record
- Record linked automaticallyc8c90454922026-10-19 19:54:38, matching_agentidentity id MBR-023321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431977
- Record linked automaticallyc5e8f51e652026-10-19 19:52:09, matching_agentidentity id MBR-023321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431977
- Record linked automatically9a33bde8e22026-10-19 19:45:42, matching_agentidentity id MBR-023321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431977
- Record linked automatically41534ba0352026-10-19 19:32:31, matching_agentidentity id MBR-023321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431977
- Record linked automaticallyfce2ca10922026-10-19 19:31:28, scoring_agentidentity id MBR-031412, confidence 0.993, method probabilistic, matched record PRV-29322, policy version 1