Record, CLM, bronze and silver
CLM-411939
Received 2026-05-30T05:02:26Z, line 20,271 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 | ·Ramirez, Keith | Keith | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 1954-06-19 | 1954-06-19 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-39559-25 | UHC-39559-25 | Unchanged |
| SSN | •••-••-9004 | •••-••-9004 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 339 Broadway | 339 Broadway | Unchanged |
| City | TUCSON | Tucson | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85705 | 85705 | Unchanged |
| Group | GRP-3066 | GRP-3066 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.52
- Name key
- keith|ramirez
- Address key
- 339|broadway|85705
- Canonical first
- keith
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
- City re-casedCity re-cased to Title Case
- 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
- 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 |
|---|---|---|---|---|
| CLM-411938 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115716 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411937 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026354
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Keith Ramirez, 1954-06-19, 4 records, Verified
Evidence
Matched against ENR-115716
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically991b1571662026-10-22 12:43:54, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically8f668ef5442026-10-19 19:54:38, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically16b72932372026-10-19 19:52:09, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automaticallye87e9ae7862026-10-19 19:45:42, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically3411cd64472026-10-19 19:32:31, matching_agentidentity id MBR-026354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115716
- Record linked automatically50e7e78bb22026-10-19 19:31:28, matching_agentidentity id MBR-016494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411938