Record, CLM, bronze and silver
CLM-431962
Received 2026-07-19T05:21:58Z, line 57,286 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 | Andrews, Ralph | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Andrews | Changed |
| Date of birth | 1985-06-10 | 1985-06-10 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 3086 Desert Sky Boulevard | 3086 Desert Sky Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 93728 | 93728 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- ralph|andrews
- Address key
- 3086|desert sky|93728
- Canonical first
- ralph
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
- 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
- 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-141941 | 1.00 | Scored | — | Auto-linked |
| PRV-29352 | 1.00 | Scored | — | Auto-linked |
| CLM-431961 | 1.00 | Scored | — | Auto-linked |
| CLM-431960 | 1.00 | Scored | — | Auto-linked |
| CLM-431959 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007960
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Andrews, 1985-06-10, 6 records, Verified
Evidence
Matched against CLM-431961
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec6de2423a2026-10-19 19:54:38, scoring_agentidentity id MBR-007960, confidence 1, method probabilistic, matched record CLM-431961, policy version 1
- Record linked automatically4be0e90bcb2026-10-19 19:52:09, scoring_agentidentity id MBR-007960, confidence 1, method probabilistic, matched record CLM-431961, policy version 1
- Record linked automatically158f5e94e32026-10-19 19:45:42, scoring_agentidentity id MBR-007960, confidence 1, method probabilistic, matched record CLM-431961, policy version 1
- Record linked automatically3f93e82c4e2026-10-19 19:32:31, scoring_agentidentity id MBR-007960, confidence 1, method probabilistic, matched record CLM-431961, policy version 1
- Record linked automaticallyde8a314ea32026-10-19 19:31:28, matching_agentidentity id MBR-015291, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431961