Evidence · first-party tested

The two-column resume was misclassified as a Job Order, returning job-style fields such as Title, PositionTitle, and MinimumEducationLevel instead of a candidate-profile parse.

✗ Failed🧾 artifact-verifiedHireability
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column/sidebar PDF resume for candidate Priya Sharma with mixed reading order and a split header. It is designed to test layout-aware parsing and extraction from sidebar content.
Output — unretouched
tool output
The observation

The two-column resume was misclassified as a Job Order, returning job-style fields such as Title, PositionTitle, and MinimumEducationLevel instead of a candidate-profile parse.

Criterion: Multi-column handling · Scenario: Multi-column sidebar resume — Priya Sharma (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hireability",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com