Record, CLM, bronze and silver
CLM-418722
Received 2026-06-14T07:27:35Z, line 3,080 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 | Rlph | Rlph | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 1976-11-03 | 1976-11-03 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| RALPH.BELL12@ICLOUD.COM | ralph.bell12@icloud.com | Changed | |
| Address | 8457 Apache Blvd | 8457 Apache Blvd | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85201 | 85201 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- rlph|bell
- Address key
- 8457|apache|85201
- Canonical first
- rlph
Quality flags
3 raised during normalisation
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-418721 | 0.99 | Scored | — | Auto-linked |
| ENR-124637 | 0.99 | Scored | — | Auto-linked |
| TPA-58279 | 0.99 | Scored | — | Auto-linked |
| CLM-418720 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034841
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ralph Bell, 1976-11-03, 5 records, Verified
Evidence
Matched against CLM-418721
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallydfa30685aa2026-10-19 19:54:39, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418721, policy version 1
- Record linked automaticallyc6ccc722a82026-10-19 19:52:09, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418721, policy version 1
- Record linked automaticallyb041441e322026-10-19 19:45:42, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418721, policy version 1
- Record linked automaticallyaec86fada52026-10-19 19:32:31, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418721, policy version 1
- Record linked automatically4f47e26f652026-10-19 19:31:28, matching_agentidentity id MBR-020211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-58164