Company identity before device identity
A device pair is only asserted under a confirmed company link, so matching starts with the applicant. Short forms are expanded, known misspellings corrected, legal endings and geography words set aside, and a curated alias list records relationships such as GE Medical Systems to GE HealthCare — each with a stated reason. Nothing is merged silently.
- Exact canonical identity first, then fuzzy name, identity and word-containment matching
- Every pair stores its score and a written explanation, including why it was held below a firmer outcome
- Company matches are reviewable, and a reviewer's decision is written back even if the pair is rebuilt