Record, CLM, bronze and silver
CLM-425529
Received 2026-01-20T22:55:12Z, line 29,830 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 | SCOTT | Scott | Changed |
| Middle | J | J | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 1965-08-10 | 1965-08-10 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8845 | •••-••-8845 | Unchanged |
| Phone | 13599750648 | 3599750648 | Parsed |
| scott.johnston18@icloud.com | scott.johnston18@icloud.com | Unchanged | |
| Address | 7864 Oak Street | 7864 Oak St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37209 | 37209 | Unchanged |
| Group | GRP-9142 | GRP-9142 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- scott|johnston
- Address key
- 7864|oak|37209
- Canonical first
- scott
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-61264 | 1.00 | Scored | — | Auto-linked |
| CLM-425527 | 1.00 | Scored | — | Auto-linked |
| CLM-425528 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006216
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Scott Johnston, 1965-08-10, 4 records, Verified
Evidence
Matched against TPA-61264
| 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 automaticallyc186c493712026-10-19 19:54:38, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record TPA-61264, policy version 1
- Record linked automaticallya395cb6c352026-10-19 19:52:09, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record TPA-61264, policy version 1
- Record linked automatically9f4bf02b8d2026-10-19 19:45:42, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record TPA-61264, policy version 1
- Record linked automatically42addce6702026-10-19 19:32:31, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record TPA-61264, policy version 1
- Record linked automatically3c480c6e6a2026-10-19 19:31:28, scoring_agentidentity id MBR-029720, confidence 1, method probabilistic, matched record ENR-133663, policy version 1