Evidence · first-party tested

A two-column sidebar layout causes the parser to misclassify the document as a Job Order instead of a candidate resume, and it drops the personal and work-history structure in the process.

✗ FailedHireability
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column, sidebar-style resume for Priya Sharma designed to test whether parsers can preserve reading order and correctly extract content from split layouts.
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
The observation

A two-column sidebar layout causes the parser to misclassify the document as a Job Order instead of a candidate resume, and it drops the personal and work-history structure in the process.

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
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