Record, CLM, bronze and silver
CLM-419603
Received 2026-10-02T16:44:41Z, line 10,074 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 | ·FRANCES | Frances | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GEORGE | George | Changed |
| Date of birth | 19390215 | 1939-02-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-23464-33 | UHC-23464-33 | Unchanged |
| SSN | •••-••-7440 | •••-••-7440 | Unchanged |
| Phone | 810-261-6775 | 8102616775 | Parsed |
| NULL | — | Cleared | |
| Address | 4849 Lincoln Way | 4849 Lincoln Way | Unchanged |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55483 | 55483 | Unchanged |
| Group | GRP-2563 | GRP-2563 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.88
- Name key
- frances|george
- Address key
- 4849|lincoln|55483
- Canonical first
- frances
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-419602 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125818 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419601 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027591
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances George, 1939-02-15, 4 records, Verified
Evidence
Matched against CLM-419602
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydce357323c2026-10-22 12:43:54, matching_agentidentity id MBR-027591, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419602
- Record linked automatically890bc25f9b2026-10-19 19:54:38, matching_agentidentity id MBR-027591, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419602
- Record linked automaticallyd4889cbe562026-10-19 19:52:09, matching_agentidentity id MBR-027591, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419602
- Record linked automatically7e554fddfc2026-10-19 19:45:42, matching_agentidentity id MBR-027591, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419602
- Record linked automatically9cac23cea52026-10-19 19:32:31, matching_agentidentity id MBR-027591, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419602
- Record linked automaticallyc353ef45cf2026-10-19 19:31:28, matching_agentidentity id MBR-002726, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125720