Record, CLM, bronze and silver
CLM-422110
Received 2026-02-04T08:52:19Z, line 71,033 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 | Emily·· | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | Bennett | Bennett | Unchanged |
| Date of birth | 19810204 | 1981-02-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 5579 Lake View Rd | 5579 Lake View Rd | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | null·· | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.66
- Name key
- emily|bennett
- Address key
- 5579|lake view|fresno
- Canonical first
- emily
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP missingStreet address present but no ZIP supplied
- 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-26528 | 0.93 | Scored | — | Auto-linked |
| ENR-128965 | 0.93 | Scored | — | Auto-linked |
| CLM-422109 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010313
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Emily Bennett, 1981-02-04, 5 records, Verified
Evidence
Matched against PRV-26528
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyea496535ab2026-10-22 12:43:54, scoring_agentidentity id MBR-010313, confidence 0.925, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automatically4b101e94ea2026-10-19 19:54:38, scoring_agentidentity id MBR-010313, confidence 0.925, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automatically233138f3952026-10-19 19:52:09, scoring_agentidentity id MBR-010313, confidence 0.925, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallyb09e0db3ce2026-10-19 19:45:42, scoring_agentidentity id MBR-010313, confidence 0.925, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallyf438198f4e2026-10-19 19:32:31, scoring_agentidentity id MBR-010313, confidence 0.925, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallyfdee7533b22026-10-19 19:31:28, matching_agentidentity id MBR-028746, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129081