Evidence · first-party tested
Extracts the phone number with all digits present but normalizes away the source punctuation, so exact contact matching fails on the hyphenated format.
⚠ StruggledHrFlow →
A poorly structured, inconsistently formatted resume for John Kumar with mixed date styles, weak sectioning, and noisy extra content to simulate real-world ATS input.
The observation
Extracts the phone number with all digits present but normalizes away the source punctuation, so exact contact matching fails on the hyphenated format.
Criterion: Contact info — name, email, phone, location: exact match · Scenario: Messy real-world resume — John Kumar (group: resume-parsing-benchmark)
Query this
get_evidence({
tool: "hrflow",
scenario: "resume-parsing-benchmark"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Free with attribution.
Same input, other tools
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com