Evidence · first-party tested · observation #50

The artifact focuses on how section content is mapped to its corresponding headings.

✓ Worked🧾 artifact-verifiedTested Jun 12, 2026LlamaParse
Input — the actual file we sent
Scanned multi-column research paper
An image-only scanned research paper created from an OCR-bearing original by converting pages to images and rebuilding the PDF without searchable text. It contains text, multi-column layouts, figures, charts, tables, captions, and references, and is designed to stress OCR and reconstruction quality.
Output — unretouched
Multi-level segment comparison table with year-over-year changes.
Multi-level segment comparison table with year-over-year changes.
Output — unretouched
Parsed rendering of the segment comparison table.
Parsed rendering of the segment comparison table.
The observation

The artifact focuses on how section content is mapped to its corresponding headings.

Criterion: heading hierarchy · Scenario: Scanned multi-column research paper (group: scanned-research-paper)
Query this
get_evidence({
  tool: "llamaparse",
  scenario: "scanned-research-paper"
})
MCP · admin.futuresmart.ai/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com