Record, CLM, bronze and silver
CLM-412301
Received 2026-02-13T04:16:18Z, line 73,817 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 | Evans, Jacbo | Jacbo | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Evans | Changed |
| Date of birth | 02-12-1966·· | 1966-12-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 9006880173 | 9006880173 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 7447 Baseline Rd | 7447 Baseline Rd | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93759 | 93759 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.78
- Name key
- jacbo|evans
- Address key
- 7447|baseline|93759
- Canonical first
- jacbo
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)
- Plan code upper-casedPlan code upper-cased
- 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-116179 | 0.99 | Scored | — | Auto-linked |
| ENR-116178 | 0.99 | Scored | — | Auto-linked |
| CLM-412300 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012675
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jacob Evans, 1966-12-02, 4 records, Verified
Evidence
Matched against ENR-116179
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7dbe414ba2026-10-19 19:54:38, scoring_agentidentity id MBR-012675, confidence 0.994, method probabilistic, matched record ENR-116179, policy version 1
- Record linked automatically4926d2a35e2026-10-19 19:52:09, scoring_agentidentity id MBR-012675, confidence 0.994, method probabilistic, matched record ENR-116179, policy version 1
- Record linked automatically8a8114b0912026-10-19 19:45:42, scoring_agentidentity id MBR-012675, confidence 0.994, method probabilistic, matched record ENR-116179, policy version 1
- Record linked automatically44676796792026-10-19 19:32:31, scoring_agentidentity id MBR-012675, confidence 0.994, method probabilistic, matched record ENR-116179, policy version 1
- Record linked automaticallya382ce07202026-10-19 19:31:28, scoring_agentidentity id MBR-024460, confidence 1, method probabilistic, matched record ENR-116267, policy version 1