Record, CLM, bronze and silver
CLM-406712
Received 2026-01-27T14:38:26Z, line 91,089 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 | Johnson, Jessica | Jessica | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | Oct 5, 1979·· | 1979-10-05 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1277 | •••-••-1277 | Unchanged |
| Phone | — | — | Unchanged |
| JESSICA.JOHNSON@GMAIL.COM | jessica.johnson@gmail.com | Changed | |
| Address | 222 HARBOR BLVD | 222 Harbor Blvd | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89122 | 89122 | Unchanged |
| Group | GRP-5967 | GRP-5967 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.46
- Name key
- jessica|johnson
- Address key
- 222|harbor|89122
- Canonical first
- jessica
Quality flags
9 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)
- 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
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| PRV-21966 | 0.94 | Scored | — | Auto-linked |
| CLM-406711 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008134
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Jessica Johnson, 1979-10-05, 2 records, Verified
Evidence
Matched against PRV-21966
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically39f1f1ec4e2026-10-19 19:54:38, scoring_agentidentity id MBR-008134, confidence 0.937, method probabilistic, matched record PRV-21966, policy version 1
- Record linked automatically2e8603917f2026-10-19 19:52:09, scoring_agentidentity id MBR-008134, confidence 0.937, method probabilistic, matched record PRV-21966, policy version 1
- Record linked automaticallyac48d67b5f2026-10-19 19:45:42, scoring_agentidentity id MBR-008134, confidence 0.937, method probabilistic, matched record PRV-21966, policy version 1
- Record linked automatically8499cf684d2026-10-19 19:32:31, scoring_agentidentity id MBR-008134, confidence 0.937, method probabilistic, matched record PRV-21966, policy version 1
- Record linked automatically5fecf28d2d2026-10-19 19:31:28, scoring_agentidentity id MBR-019179, confidence 1, method probabilistic, matched record PRV-22007, policy version 1