Record, CLM, bronze and silver
CLM-421767
Received 2026-10-15T02:43:00Z, line 99,922 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 | Li, Pat | Pat | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Li | Changed |
| Date of birth | Dec 22, 1969 | 1969-12-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70875-63 | UHC-70875-63 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | - | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-0555 | GRP-0555 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.82
- Name key
- patricia|li
- Address key
- —
- Canonical first
- patricia
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-421768 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-128493 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029507
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Patricia Li, 1970-12-22, 3 records, Verified
Evidence
Matched against CLM-421768
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 0.25 | 3.0 | month_day |
| Member ID | 1.00 | 4.0 |
Audit
4 hash-chained entries for this record
- Record linked automatically9072f813f62026-10-19 19:54:38, matching_agentidentity id MBR-029507, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-421768
- Record linked automatically36d1ad3d5b2026-10-19 19:52:09, matching_agentidentity id MBR-029507, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-421768
- Record linked automaticallyca1080eace2026-10-19 19:45:42, matching_agentidentity id MBR-029507, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-421768
- Record linked automatically8deb011f5e2026-10-19 19:32:31, matching_agentidentity id MBR-029507, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-421768