Record, CLM, bronze and silver
CLM-421591
Received 2026-07-20T09:02:55Z, line 96,521 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, Natalie | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | 19681003 | 1968-10-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 420-483-7222 | 4204837222 | Parsed |
| NATALIE.JOHNSON@YAHOO.COM | natalie.johnson@yahoo.com | Changed | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-7151 | GRP-7151 | Unchanged |
| Plan | ·NAVIGATE-HMO | NAVIGATE-HMO | Changed |
- Quality score
- 0.78
- Name key
- natalie|johnson
- Address key
- —
- Canonical first
- natalie
Quality flags
5 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
- Email lower-casedEmail lower-cased
- 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-128259 | 1.00 | Scored | — | Auto-linked |
| TPA-59487 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039030
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Johnson, 1968-10-03, 2 records, Verified
Evidence
Matched against ENR-128259
| 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 automatically41975a76c12026-10-19 19:54:39, scoring_agentidentity id MBR-039030, confidence 1, method probabilistic, matched record ENR-128259, policy version 1
- Record linked automatically17a6817bed2026-10-19 19:52:09, scoring_agentidentity id MBR-039030, confidence 1, method probabilistic, matched record ENR-128259, policy version 1
- Record linked automatically381e3d54722026-10-19 19:45:42, scoring_agentidentity id MBR-039030, confidence 1, method probabilistic, matched record ENR-128259, policy version 1
- Record linked automaticallyf7548e11cb2026-10-19 19:32:31, scoring_agentidentity id MBR-039030, confidence 1, method probabilistic, matched record ENR-128259, policy version 1
- Record linked automatically8728b020392026-10-19 19:31:28, scoring_agentidentity id MBR-008915, confidence 1, method probabilistic, matched record CLM-421592, policy version 1