Record, CLM, bronze and silver
CLM-432208
Received 2026-08-23T09:24:53Z, line 95,916 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 | Michelle | Michelle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramos | Ramos | Unchanged |
| Date of birth | Jul 8, 1976 | 1976-07-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-95677-22 | UHC-95677-22 | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4146 | GRP-4146 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.96
- Name key
- michelle|ramos
- Address key
- —
- Canonical first
- michelle
Quality flags
2 raised during normalisation
- 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-432207 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29413 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032088
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Ramos, 1976-07-08, 3 records, Verified
Evidence
Matched against CLM-432207
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically9b990a6cf02026-10-22 12:43:54, matching_agentidentity id MBR-032088, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432207
- Record linked automaticallyea4bd7e4c72026-10-19 19:54:38, matching_agentidentity id MBR-032088, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432207
- Record linked automatically6783a2c02a2026-10-19 19:52:09, matching_agentidentity id MBR-032088, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432207
- Record linked automaticallya485fb1e582026-10-19 19:45:42, matching_agentidentity id MBR-032088, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432207
- Record linked automaticallye02ee690482026-10-19 19:32:31, matching_agentidentity id MBR-032088, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432207