Inside one document · 0 segments · 2 questions each

Docling finds the segments once. Three pipelines label every one of them — role and personal data — live on the page.

Shared Docling parse one parse per document — both Docling lanes wait for it and are charged it
0 / 12 parsed 0.0s parser time parse pool warming up

Agreement

—all three lanes pick the same role

Live annotation

Every box is one Docling segment. Three stripes — Jev, Docling→Gemini, Gemini on PDF — fill with the role each lane picked. Different colours in one box = the lanes disagree.

Every document, every answer, against arXiv's own metadata

✓ / ✗ compares the lane's answer to the arXiv record. cat = primary category, T = exact title, s = survey probability, m = how mathematical (0–3).

Document
arXiv says
Docling → Jev
Docling → Gemini
Gemini reads the PDF

Roles

red outline · personal data (pii > 0.5) amber notch · lanes disagree