Record, CLM, bronze and silver
CLM-423590
Received 2026-08-23T23:42:23Z, line 57,238 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 | ·Siingh, Kevin | Kevin | Changed |
| Middle | O | O | Unchanged |
| Last name | — | Siingh | Changed |
| Date of birth | 1994-08-20 | 1994-08-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-44191-84 | UHC-44191-84 | Unchanged |
| SSN | •••-••-7405 | •••-••-7405 | Unchanged |
| Phone | 6593986444 | 6593986444 | Unchanged |
| — | — | Unchanged | |
| Address | 8045 Broadway | 8045 Broadway | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85252 | 85252 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.82
- Name key
- kevin|siingh
- Address key
- 8045|broadway|85252
- Canonical first
- kevin
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-130866 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423592 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423591 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26947 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423589 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004924
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Singh, 1994-08-20, 6 records, Verified
Evidence
Matched against ENR-130866
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automaticallyefbdeb22f92026-10-22 12:43:53, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automaticallyaaa8242e1a2026-10-19 19:54:38, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically9147b85af72026-10-19 19:52:08, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically6922b816952026-10-19 19:45:42, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically67ebde37902026-10-19 19:32:31, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically2b3896f61d2026-10-19 19:31:28, scoring_agentidentity id MBR-031880, confidence 1, method probabilistic, matched record CLM-423591, policy version 1