Record, CLM, bronze and silver
CLM-414246
Received 2026-09-15T10:02:58Z, line 83,307 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, Bradley | Bradley | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnold | Changed |
| Date of birth | 1957-01-14 | 1957-01-14 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-47803-30 | UHC-47803-30 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (562) 589-2100 | 5625892100 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 525 Lake View Road #201 | 525 Lake View Rd # 201 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85271·· | 85271 | Changed |
| Group | GRP-7083 | GRP-7083 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.36
- Name key
- bradley|arnold
- Address key
- 525|lake view|85271
- Canonical first
- bradley
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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007898
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bradley Arnold, 1957-01-14, 3 records, Verified
Evidence
Matched against TPA-56284
| 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 automatically1e6a182c3c2026-10-19 19:54:38, scoring_agentidentity id MBR-007898, confidence 1, method probabilistic, matched record TPA-56284, policy version 1
- Record linked automatically682b550b1b2026-10-19 19:52:09, scoring_agentidentity id MBR-007898, confidence 1, method probabilistic, matched record TPA-56284, policy version 1
- Record linked automatically3ab7275eba2026-10-19 19:45:42, scoring_agentidentity id MBR-007898, confidence 1, method probabilistic, matched record TPA-56284, policy version 1
- Record linked automatically170a1539592026-10-19 19:32:31, scoring_agentidentity id MBR-007898, confidence 1, method probabilistic, matched record TPA-56284, policy version 1
- Record linked automatically2a78cf0fe52026-10-19 19:31:28, scoring_agentidentity id MBR-027026, confidence 0.988, method probabilistic, matched record TPA-56179, policy version 1