Record, CLM, bronze and silver
CLM-432509
Received 2026-04-27T15:24:54Z, line 26,235 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 | kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | ·johnston | Johnston | Changed |
| Date of birth | 1956-06-01 | 1956-06-01 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-4958 | •••-••-4958 | Unchanged |
| Phone | 388-537-9182 | 3885379182 | Parsed |
| kevin.johnston@aol.com | kevin.johnston@aol.com | Unchanged | |
| Address | 8262 Maple Avenue #382 | 8262 Maple Ave # 382 | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93752 | 93752 | Unchanged |
| Group | GRP-4490 | GRP-4490 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.48
- Name key
- kevin|johnston
- Address key
- 8262|maple|93752
- Canonical first
- kevin
Quality flags
8 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-432507 | 1.00 | Scored | — | Auto-linked |
| CLM-432508 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-142660 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
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-432507
| 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 automaticallyee04a83e7b2026-10-19 19:54:38, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432507, policy version 1
- Record linked automaticallyf378548ae72026-10-19 19:52:08, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432507, policy version 1
- Record linked automatically1934f2aa322026-10-19 19:45:41, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432507, policy version 1
- Record linked automatically6fb4ad0be02026-10-19 19:32:31, scoring_agentidentity id MBR-000942, confidence 1, method probabilistic, matched record CLM-432507, policy version 1
- Record linked automatically67e4b76a0d2026-10-19 19:31:28, scoring_agentidentity id MBR-005447, confidence 1, method probabilistic, matched record ENR-142858, policy version 1