Record, CLM, bronze and silver
CLM-410706
Received 2026-06-16T02:12:12Z, line 96,754 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 | Jacob | Jacob | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1989-01-28 | 1989-01-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-58876-62 | UHC-58876-62 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 676.215.2256 | 6762152256 | Parsed |
| NULL | — | Cleared | |
| Address | 8303 Park Place | 8303 Park Pl | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75027 | 75027 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- jacob|johnston
- Address key
- 8303|park|75027
- Canonical first
- jacob
Quality flags
4 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
- 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-410705 | 1.00 | Scored | — | Auto-linked |
| ENR-114051 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027456
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob Johnston, 1989-01-28, 3 records, Verified
Evidence
Matched against CLM-410705
| 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 automatically0cd478167b2026-10-19 19:54:38, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410705, policy version 1
- Record linked automatically40d546b69d2026-10-19 19:52:09, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410705, policy version 1
- Record linked automaticallya6c8b64ed62026-10-19 19:45:42, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410705, policy version 1
- Record linked automatically695a5994622026-10-19 19:32:31, scoring_agentidentity id MBR-027456, confidence 1, method probabilistic, matched record CLM-410705, policy version 1
- Record linked automatically0a792618f22026-10-19 19:31:28, scoring_agentidentity id MBR-000610, confidence 1, method probabilistic, matched record CLM-410705, policy version 1