Record, CLM, bronze and silver
CLM-431403
Received 2026-08-04T02:26:51Z, line 15,329 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 | Matthews, Gary | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Matthews | Changed |
| Date of birth | 1945-11-13 | 1945-11-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC2720951 | UHC-27209-51 | Parsed |
| SSN | •••-••-6632 | •••-••-6632 | Unchanged |
| Phone | (681) 866-5792 | 6818665792 | Parsed |
| GARY.MATTHEWS@GMAIL.COM | gary.matthews@gmail.com | Changed | |
| Address | 4842 PINE DRIVE | 4842 Pine Dr | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | 28266 | 28266 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- gary|matthews
- Address key
- 4842|pine|28266
- Canonical first
- gary
Quality flags
8 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
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Email lower-casedEmail lower-cased
- 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-431402 | 1.00 | Scored | — | Auto-linked |
| CLM-431404 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141226 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-141225 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-431401 | 0.79 | Scored | — | Sent to steward |
| TPA-63873 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023884
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Matthews, 1945-11-13, 5 records, Verified
Evidence
Matched against CLM-431402
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically12e32324b72026-10-19 19:54:38, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431402, policy version 1
- Record linked automatically8eca30a0352026-10-19 19:52:09, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431402, policy version 1
- Record linked automatically757764b7132026-10-19 19:45:42, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431402, policy version 1
- Record linked automatically748fdb58c82026-10-19 19:32:31, scoring_agentidentity id MBR-023884, confidence 1, method probabilistic, matched record CLM-431402, policy version 1
- Record linked automaticallya1f398908e2026-10-19 19:31:28, matching_agentidentity id MBR-027070, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431402