Record, CLM, bronze and silver
CLM-423088
Received 2026-08-21T15:38:33Z, line 63,085 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 | Fox, Emily | Emily | Changed |
| Middle | O | O | Unchanged |
| Last name | — | Fox | Changed |
| Date of birth | 1945-09-08 | 1945-09-08 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 7092720143 | 7092720143 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 121 CHURCH STREET | 121 Church St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·GRP-3639 | GRP-3639 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.54
- Name key
- emily|fox
- Address key
- 121|church|phoenix
- Canonical first
- emily
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
- ZIP missingStreet address present but no ZIP supplied
- 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-130218 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036884
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Emily Fox, 1945-09-08, 3 records, Verified
Evidence
Matched against ENR-130218
| 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 automatically2aa79734e92026-10-22 12:43:55, scoring_agentidentity id MBR-036884, confidence 0.925, method probabilistic, matched record ENR-130218, policy version 1
- Record linked automaticallycb347430562026-10-19 19:54:39, scoring_agentidentity id MBR-036884, confidence 0.925, method probabilistic, matched record ENR-130218, policy version 1
- Record linked automaticallyba7c160ff92026-10-19 19:52:09, scoring_agentidentity id MBR-036884, confidence 0.925, method probabilistic, matched record ENR-130218, policy version 1
- Record linked automatically0d635890682026-10-19 19:45:42, scoring_agentidentity id MBR-036884, confidence 0.925, method probabilistic, matched record ENR-130218, policy version 1
- Record linked automaticallyc84e95da422026-10-19 19:32:31, scoring_agentidentity id MBR-036884, confidence 0.925, method probabilistic, matched record ENR-130218, policy version 1
- Record linked automaticallye012a2a2642026-10-19 19:31:28, matching_agentidentity id MBR-005132, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130410