Record, CLM, bronze and silver
CLM-403978
Received 2026-06-03T01:31:21Z, line 51,979 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 | ·Arnold, Timothy | Timothy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnold | Changed |
| Date of birth | 1957-04-13 | 1957-04-13 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-51075-25 | UHC-51075-25 | Unchanged |
| SSN | •••-••-7811 | •••-••-7811 | Unchanged |
| Phone | NULL | — | Cleared |
| -·· | — | Cleared | |
| Address | 7089 Mesa Drive | 7089 Mesa Dr | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC·· | NC | Changed |
| ZIP | 28227 | 28227 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- timothy|arnold
- Address key
- 7089|mesa|28227
- Canonical first
- timothy
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
- 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
- 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-403979 | 1.00 | Scored | — | Auto-linked |
| ENR-105184 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004054
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Timothy Arnold, 1957-04-13, 3 records, Verified
Evidence
Matched against CLM-403979
| 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 automaticallyd37226c0b52026-10-22 12:43:53, scoring_agentidentity id MBR-004054, confidence 1, method probabilistic, matched record CLM-403979, policy version 1
- Record linked automaticallyd290da2df22026-10-19 19:54:38, scoring_agentidentity id MBR-004054, confidence 1, method probabilistic, matched record CLM-403979, policy version 1
- Record linked automaticallyf4503408252026-10-19 19:52:08, scoring_agentidentity id MBR-004054, confidence 1, method probabilistic, matched record CLM-403979, policy version 1
- Record linked automatically4d1ef9b5922026-10-19 19:45:42, scoring_agentidentity id MBR-004054, confidence 1, method probabilistic, matched record CLM-403979, policy version 1
- Record linked automatically51c7833b2c2026-10-19 19:32:31, scoring_agentidentity id MBR-004054, confidence 1, method probabilistic, matched record CLM-403979, policy version 1