Record, CLM, bronze and silver
CLM-400434
Received 2026-05-09T05:06:47Z, line 37,404 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 | SUFIA | Sufia | Changed |
| Middle | ···· | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | 01/13/1990 | 1990-01-13 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC6347758 | UHC-63477-58 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3330 Lincoln Way | 3330 Lincoln Way | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33688 | 33688 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- sufia|ramirez
- Address key
- 3330|lincoln|33688
- Canonical first
- sufia
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-400435 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100591 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019285
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sufia Ramirez, 1990-01-13, 3 records, Verified
Evidence
Matched against ENR-100591
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye8d3b1829e2026-10-22 12:43:54, matching_agentidentity id MBR-019285, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100591
- Record linked automaticallyfc9e9263102026-10-19 19:54:38, matching_agentidentity id MBR-019285, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100591
- Record linked automatically29731c74572026-10-19 19:52:09, matching_agentidentity id MBR-019285, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100591
- Record linked automatically2308e172192026-10-19 19:45:42, matching_agentidentity id MBR-019285, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100591
- Record linked automatically6367761ff92026-10-19 19:32:31, matching_agentidentity id MBR-019285, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100591
- Record linked automatically0a869814bc2026-10-19 19:31:28, matching_agentidentity id MBR-021064, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100623