Record, CLM, bronze and silver
CLM-402497
Received 2026-08-31T08:37:52Z , line 93,494 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Fysher, Evelyn | Evelyn | Changed |
| Middle | P | P | Unchanged |
| Last name | — | Fysher | Changed |
| Date of birth | 08-10-2005 | 2005-10-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-52353-84 | UHC-52353-84 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (876) 532-7319 | 8765327319 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- evelyn|fysher
- Address key
- —
- Canonical first
- evelyn
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-402495 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103206 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51062 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402496 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017187
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Evelyn Fisher, 2005-10-08, 5 records, Verified
Evidence
Matched against TPA-51062
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically06c155378d2026-10-19 19:54:38, matching_agentidentity id MBR-017187, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51062
- Record linked automatically94a9f453852026-10-19 19:52:09, matching_agentidentity id MBR-017187, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51062
- Record linked automatically1bbd9d3e0c2026-10-19 19:45:42, matching_agentidentity id MBR-017187, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51062
- Record linked automaticallya1f52a90af2026-10-19 19:32:31, matching_agentidentity id MBR-017187, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51062
- Record linked automaticallyc8fda550d02026-10-19 19:31:28, matching_agentidentity id MBR-010605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103281