Record, CLM, bronze and silver
CLM-406297
Received 2026-01-05T23:03:23Z, line 23,100 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 | Sarah T | Sarah | Changed |
| Middle | — | T | Changed |
| Last name | ·Sctot | Sctot | Changed |
| Date of birth | ·05/16/1944 | 1944-05-16 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-34036-57 | UHC-34036-57 | Unchanged |
| SSN | NULL·· | — | Cleared |
| Phone | NULL | — | Cleared |
| SARAH.SCOTT34@PROTON.ME | sarah.scott34@proton.me | Changed | |
| Address | - | — | Cleared |
| City | - | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- sarah|sctot
- Address key
- —
- Canonical first
- sarah
Quality flags
5 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Email lower-casedEmail lower-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-406299 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406298 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001603
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sarah Scott, 1944-05-16, 3 records, Verified
Evidence
Matched against CLM-406299
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automaticallya9d107e1232026-10-19 19:54:38, matching_agentidentity id MBR-001603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406299
- Record linked automaticallydc3236cc3b2026-10-19 19:52:08, matching_agentidentity id MBR-001603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406299
- Record linked automatically954b9da00d2026-10-19 19:45:41, matching_agentidentity id MBR-001603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406299
- Record linked automatically4eef58ff282026-10-19 19:32:31, matching_agentidentity id MBR-001603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406299
- Record linked automatically5cca93ce832026-10-19 19:31:28, scoring_agentidentity id MBR-009704, confidence 1, method probabilistic, matched record TPA-52802, policy version 1