Record, CLM, bronze and silver
CLM-407892
Received 2026-08-18T23:16:51Z, line 59,196 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 | FATIMA | Fatima | Changed |
| Middle | ·· | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 1982-01-04 | 1982-01-04 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC9268781 | UHC-92687-81 | Parsed |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5234 Elm Street | 5234 Elm St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 75034-8099 | 75034 | Changed |
| Group | GRP-4520 | GRP-4520 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.60
- Name key
- fatima|kim
- Address key
- 5234|elm|75034
- Canonical first
- fatima
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-110403 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041941
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Kim, 1982-01-04, 2 records, Verified
Evidence
Matched against ENR-110403
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye0f6c7e7c82026-10-19 19:54:39, matching_agentidentity id MBR-041941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110403
- Record linked automatically6ba37321bd2026-10-19 19:52:09, matching_agentidentity id MBR-041941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110403
- Record linked automatically01953033732026-10-19 19:45:42, matching_agentidentity id MBR-041941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110403
- Record linked automatically7ab7388ee12026-10-19 19:32:31, matching_agentidentity id MBR-041941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110403
- Record linked automaticallyc1ae13ff382026-10-19 19:31:28, matching_agentidentity id MBR-010211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110322