Record, CLM, bronze and silver
CLM-400149
Received 2026-05-13T04:34:20Z, line 82,257 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 | katherine | Katherine | Changed |
| Middle | — | — | Unchanged |
| Last name | james | James | Changed |
| Date of birth | 09-08-1979 | 1979-08-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-89876-40 | UHC-89876-40 | Unchanged |
| SSN | •••-••-2614 | •••-••-2614 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 8854 Highland Ave | 8854 Highland Ave | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85251 | 85251 | Unchanged |
| Group | GRP-4912 | GRP-4912 | Unchanged |
| Plan | medicare-adv-a·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.78
- Name key
- katherine|james
- Address key
- 8854|highland|85251
- Canonical first
- katherine
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-100216 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100217 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400150 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400151 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002058
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Katherine James, 1979-08-09, 5 records, Verified
Evidence
Matched against ENR-100217
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically676fc584fc2026-10-22 12:43:53, matching_agentidentity id MBR-002058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100217
- Record linked automatically4eae784b742026-10-19 19:54:38, matching_agentidentity id MBR-002058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100217
- Record linked automaticallyac544c3fe22026-10-19 19:52:08, matching_agentidentity id MBR-002058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100217
- Record linked automatically4352951a162026-10-19 19:45:41, matching_agentidentity id MBR-002058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100217
- Record linked automatically4798ecb7842026-10-19 19:32:31, matching_agentidentity id MBR-002058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100217
- Record linked automaticallybf5afcdd192026-10-19 19:31:28, scoring_agentidentity id MBR-014222, confidence 1, method probabilistic, matched record CLM-400148, policy version 1