Record, CLM, bronze and silver
CLM-402780
Received 2026-06-06T09:37:51Z, line 9,844 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 | Johnston | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Carol | Carol | Unchanged |
| Date of birth | 1943-08-12 | 1943-08-12 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-4645 | •••-••-4645 | Unchanged |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | 130 Elm Street | 130 Elm St | Changed |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | ·98143 | 98143 | Changed |
| Group | ·UNKNOWN | — | Cleared |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.66
- Name key
- johnston|carol
- Address key
- 130|elm|98143
- Canonical first
- johnston
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-103578 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033853
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Carol Johnston, 1943-08-12, 2 records, Verified
Evidence
Matched against ENR-103578
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb9c90734b92026-10-22 12:43:55, scoring_agentidentity id MBR-033853, confidence 0.986, method probabilistic, matched record ENR-103578, policy version 1
- Record linked automatically549e8590ad2026-10-19 19:54:39, scoring_agentidentity id MBR-033853, confidence 0.986, method probabilistic, matched record ENR-103578, policy version 1
- Record linked automatically004678d0b82026-10-19 19:52:09, scoring_agentidentity id MBR-033853, confidence 0.986, method probabilistic, matched record ENR-103578, policy version 1
- Record linked automatically44a115be072026-10-19 19:45:42, scoring_agentidentity id MBR-033853, confidence 0.986, method probabilistic, matched record ENR-103578, policy version 1
- Record linked automaticallyd08cbfb20f2026-10-19 19:32:31, scoring_agentidentity id MBR-033853, confidence 0.986, method probabilistic, matched record ENR-103578, policy version 1