Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
arXiv:2605.05103v1 Announce Type: new
Abstract: We introduce the **Concept Field** of a text corpus: a local drift field with pointwise uncertainty, estimated in sentence-embedding space from the deltas between consecutive sentences. Given a candidate…