Record, CLM, bronze and silver
CLM-402086
Received 2026-05-31T11:44:26Z, line 71,875 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 | Thomas | Thomas | Unchanged |
| Middle | V. | V | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | ·1982-01-26 | 1982-01-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (951) 704-6677 | 9517046677 | Parsed |
| — | — | Unchanged | |
| Address | 2797 MARKET ST | 2797 Market St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85273-7709 | 85273 | Changed |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- thomas|johnston
- Address key
- 2797|market|85273
- Canonical first
- thomas
Quality flags
7 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| PRV-20612 | 1.00 | Scored | — | Auto-linked |
| ENR-102663 | 0.94 | Scored | — | Auto-linked |
| ENR-102664 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020237
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Johnston, 1982-01-26, 4 records, Verified
Evidence
Matched against PRV-20612
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically36809024752026-10-19 19:54:38, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record PRV-20612, policy version 1
- Record linked automaticallye685cc4ddb2026-10-19 19:52:09, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record PRV-20612, policy version 1
- Record linked automatically81fbe366de2026-10-19 19:45:42, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record PRV-20612, policy version 1
- Record linked automatically4048e4b7a92026-10-19 19:32:31, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record PRV-20612, policy version 1
- Record linked automaticallyc453631edc2026-10-19 19:31:28, matching_agentidentity id MBR-014580, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102719