Record, CLM, bronze and silver
CLM-402563
Received 2026-10-12T06:03:16Z, line 94,243 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 1998-12-24 | 1998-12-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | +1 899 972 7622 | 8999727622 | Parsed |
| null | — | Cleared | |
| Address | 5990 PALM DRIVE | 5990 Palm Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33168 | 33168 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.78
- Name key
- karen|johnston
- Address key
- 5990|palm|33168
- Canonical first
- karen
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| ENR-103284 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035952
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Johnston, 1998-12-24, 2 records, Verified
Evidence
Matched against ENR-103284
| 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
6 hash-chained entries for this record
- Record linked automatically87e02d43952026-10-22 12:43:55, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record ENR-103284, policy version 1
- Record linked automatically56a3f7ee002026-10-19 19:54:39, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record ENR-103284, policy version 1
- Record linked automatically5ea75426952026-10-19 19:52:09, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record ENR-103284, policy version 1
- Record linked automatically4a888c152f2026-10-19 19:45:42, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record ENR-103284, policy version 1
- Record linked automatically78280ed1ef2026-10-19 19:32:31, scoring_agentidentity id MBR-035952, confidence 1, method probabilistic, matched record ENR-103284, policy version 1
- Record linked automatically7fb2e49b052026-10-19 19:31:28, matching_agentidentity id MBR-019058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103376