Record, CLM, bronze and silver
CLM-419440
Received 2026-10-11T16:04:59Z, line 61,322 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Johnston, Thomaas | Thomaas | Changed |
| Middle | U | U | Unchanged |
| Last name | — | Johnston | Changed |
| Date of birth | 1997-12-06 | 1997-12-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3472 | •••-••-3472 | Unchanged |
| Phone | 17955059663 | 7955059663 | Parsed |
| — | — | Unchanged | |
| Address | 4189 MARKET ST | 4189 Market St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33690 | 33690 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- thomaas|johnston
- Address key
- 4189|market|33690
- Canonical first
- thomaas
Quality flags
5 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
- 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
No candidate pairs
Blocking produced no comparisons for this record.
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-046268
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomaas Johnston, 1997-12-06, 1 record, Provisional
Evidence
No field-level evidence recorded.
Audit
1 hash-chained entry for this record
- Record linked automatically14d906ef032026-10-19 19:31:28, scoring_agentidentity id MBR-008802, confidence 0.996, method probabilistic, matched record TPA-58472, policy version 1