Record, CLM, bronze and silver
CLM-432507
Received 2026-01-03T23:06:14Z, line 40,758 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 | Johnston, Kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnston | Changed |
| Date of birth | 19560601 | 1956-06-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-81285-76 | UHC-81285-76 | Unchanged |
| SSN | - | — | Cleared |
| Phone | ·388.537.9182 | 3885379182 | Parsed |
| - | — | Cleared | |
| Address | NULL | — | Cleared |
| City | N/A | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-4490 | GRP-4490 | Unchanged |
| Plan | SELECT-EPO·· | SELECT-EPO | Changed |
- Quality score
- 0.64
- Name key
- kevin|johnston
- Address key
- —
- Canonical first
- kevin
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-432509 | 1.00 | Scored | — | Auto-linked |
| ENR-142660 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432508 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000942
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kevin Johnston, 1956-06-01, 4 records, Verified
Evidence
Matched against CLM-432509
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically384f8d5e562026-10-19 19:54:38, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432509, policy version 1
- Record linked automatically2db887d6712026-10-19 19:52:08, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432509, policy version 1
- Record linked automaticallyc4619d87282026-10-19 19:45:41, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432509, policy version 1
- Record linked automaticallyd5753be9512026-10-19 19:32:31, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432509, policy version 1
- Record linked automaticallybaf2b8ea722026-10-19 19:31:28, scoring_agentidentity id MBR-013230, confidence 1, method probabilistic, matched record ENR-142854, policy version 1