Record, CLM, bronze and silver
CLM-425528
Received 2026-06-23T22:38:07Z, line 51,419 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | ·1965-08-10 | 1965-08-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-34433-48 | UHC-34433-48 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 9750648 | — | Cleared |
| SCOTT.JOHNSTON18@ICLOUD.COM | scott.johnston18@icloud.com | Changed | |
| Address | 7864 Oak Street·· | 7864 Oak St | Changed |
| City | NASHVILLE·· | Nashville | Changed |
| State | TN·· | TN | Changed |
| ZIP | 37209·· | 37209 | Changed |
| Group | ·GRP-9142 | GRP-9142 | Changed |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.48
- Name key
- scott|johnston
- Address key
- 7864|oak|37209
- Canonical first
- scott
Quality flags
8 raised during normalisation
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- Email lower-casedEmail lower-cased
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-425529 | 1.00 | Scored | — | Auto-linked |
| TPA-61264 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425527 | 0.99 | Rule | D1 member id + dob exact | 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 CLM-425529
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically548707a0042026-10-19 19:54:38, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallyaef58355e72026-10-19 19:52:09, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automatically8c84e776852026-10-19 19:45:42, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallyafaf4c5ee12026-10-19 19:32:31, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallyde75c46dec2026-10-19 19:31:28, scoring_agentidentity id MBR-007380, confidence 1, method probabilistic, matched record CLM-425527, policy version 1