Record, CLM, bronze and silver
CLM-423965
Received 2026-10-13T07:25:42Z, line 97,578 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | PERKINS | Perkins | Changed |
| Date of birth | 1981-04-09·· | 1981-04-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9761601 | UHC-97616-01 | Parsed |
| SSN | •••-••-8860 | •••-••-8860 | Unchanged |
| Phone | (786) 675-7543 | 7866757543 | Parsed |
| — | — | Unchanged | |
| Address | 5018 RIDGE RD | 5018 Ridge Rd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55446 | 55446 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.72
- Name key
- marilyn|perkins
- Address key
- 5018|ridge|55446
- Canonical first
- marilyn
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Plan code upper-casedPlan code upper-cased
- 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-423964 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131335 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030364
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Perkins, 1981-04-09, 3 records, Verified
Evidence
Matched against CLM-423964
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically9b3532e7f32026-10-22 12:43:54, matching_agentidentity id MBR-030364, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423964
- Record linked automaticallyf226423d542026-10-19 19:54:38, matching_agentidentity id MBR-030364, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423964
- Record linked automaticallyb42c3cae672026-10-19 19:52:09, matching_agentidentity id MBR-030364, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423964
- Record linked automaticallyc477332c782026-10-19 19:45:42, matching_agentidentity id MBR-030364, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423964
- Record linked automaticallyc4447573e42026-10-19 19:32:31, matching_agentidentity id MBR-030364, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423964
- Record linked automatically239574dec92026-10-19 19:31:28, matching_agentidentity id MBR-039062, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131548