Record, CLM, bronze and silver
CLM-402498
Received 2026-02-02T22:19:18Z, line 81,076 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 | Romero, Natalie | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Romero | Changed |
| Date of birth | 09-11-1970 | 1970-11-09 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC0587688 | UHC-05876-88 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 2439531214 | 2439531214 | Unchanged |
| NULL | — | Cleared | |
| Address | 1511 Baseline Rd | 1511 Baseline Rd | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85339 | 85339 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- natalie|romero
- Address key
- 1511|baseline|85339
- Canonical first
- natalie
Quality flags
6 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-103207 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009900
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Romero, 1970-11-09, 2 records, Verified
Evidence
Matched against ENR-103207
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydb28b4ae342026-10-19 19:54:38, matching_agentidentity id MBR-009900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103207
- Record linked automaticallycd9be1ef4b2026-10-19 19:52:09, matching_agentidentity id MBR-009900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103207
- Record linked automaticallydca7351b0f2026-10-19 19:45:42, matching_agentidentity id MBR-009900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103207
- Record linked automatically80be16673e2026-10-19 19:32:31, matching_agentidentity id MBR-009900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103207
- Record linked automatically6492e967382026-10-19 19:31:28, matching_agentidentity id MBR-003919, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103282