Record, CLM, bronze and silver
CLM-431756
Received 2026-10-03T05:25:21Z, line 57,194 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 | Ann | Ann | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Espinoza | Espinoza | Changed |
| Date of birth | 1943-08-06 | 1943-08-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2040 Desert Sky Blvd | 2040 Desert Sky Blvd | Unchanged |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95858 | 95858 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.96
- Name key
- ann|espinoza
- Address key
- 2040|desert sky|95858
- Canonical first
- ann
Quality flags
2 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-431755 | 0.93 | Scored | — | Auto-linked |
| TPA-64008 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003215
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Ann Espinoza, 1943-08-06, 3 records, Verified
Evidence
Matched against CLM-431755
| 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 automatically3860ee7ed02026-10-22 12:43:53, scoring_agentidentity id MBR-003215, confidence 0.925, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automatically3c92070f492026-10-19 19:54:38, scoring_agentidentity id MBR-003215, confidence 0.925, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automaticallydc7ff359152026-10-19 19:52:08, scoring_agentidentity id MBR-003215, confidence 0.925, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automaticallyc921f327f92026-10-19 19:45:41, scoring_agentidentity id MBR-003215, confidence 0.925, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automatically79d7fbf9c42026-10-19 19:32:31, scoring_agentidentity id MBR-003215, confidence 0.925, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automatically24b84812952026-10-19 19:31:28, matching_agentidentity id MBR-016338, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141934