Record, CLM, bronze and silver
CLM-418720
Received 2026-08-22T06:22:50Z , line 58,492 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 | Ralph | Ralph | 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 | N/A | — | Cleared |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | 8457 Apache Boulevard | 8457 Apache Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85201 | 85201 | Unchanged |
| Group | GRP-0589 | GRP-0589 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- ralph|bell
- Address key
- 8457|apache|85201
- Canonical first
- ralph
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-124637 | 1.00 | Scored | — | Auto-linked |
| TPA-58279 | 1.00 | Scored | — | Auto-linked |
| CLM-418722 | 0.99 | Scored | — | Auto-linked |
| CLM-418721 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034841
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Bell, 1976-11-03, 5 records, Verified
Evidence
Matched against ENR-124637
| 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 automaticallyb9528fea752026-10-19 19:54:39, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automatically424c5126e32026-10-19 19:52:09, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automatically08c3aebe602026-10-19 19:45:42, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automatically14b92b77092026-10-19 19:32:31, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automatically2eab2e21c22026-10-19 19:31:28, matching_agentidentity id MBR-030345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124467