{"observation":{"id":"6d38aa3b-9f2d-4575-946a-88b808ba2548","tool":"hireability","tool_name":"Hireability","criterion":"field-coverage","criterion_name":"Field coverage","criterion_definition":"Are name, email, phone, experience, education, and skills extracted?","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"A resume parser should extract the key canonical fields; missing them means it is not doing the main job well. (3 of 3 judges)","scenario":"multi-column-sidebar-resume-priya-sharma","scenario_name":"Multi-column sidebar resume — Priya Sharma","group_tag":"resume-parsing","scenario_description":"A two-column sidebar resume for Priya Sharma, used to test whether parsers can preserve reading order and correctly extract content split across columns.","modality":"pdf","input_text":null,"input_artifact_refs":[{"alt":null,"url":"https://d3epheqghktydj.cloudfront.net/parseur-input2-priya-sharma-multicolumnresume-0e443ffc95c3.pdf","role":"input"}],"stresses":["multi-column layout handling","sidebar content extraction","reading-order robustness","projects extraction","languages and certifications extraction"],"verdict":"failed","score":null,"score_total":null,"note":"Six visible contact fields — GivenName, FamilyName, Email, Phone, LinkedIn, and Address — came back empty on the multi-column resume.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/hireability-hireability-task2-contact-fields-missing-b3b54962f8fc.png","role":"input","alt":null}],"run_id":"cbbef4db-964c-49fa-a57f-a2977822bdfc","study_title":"Parse resumes into structured data using an API","study_kind":"generation","research_task":"86b9jm30n","tested_at":null,"completeness":"input-only","input":{"state":"files","text":null,"files":[{"url":"https://d3epheqghktydj.cloudfront.net/parseur-input2-priya-sharma-multicolumnresume-0e443ffc95c3.pdf","filename":"parseur-input2-priya-sharma-multicolumnresume-0e443ffc95c3.pdf","alt":"Multi-column sidebar resume — Priya Sharma","role":"input"}],"modality":"pdf","stresses":["multi-column layout handling","sidebar content extraction","reading-order robustness","projects extraction","languages and certifications extraction"]},"tool_page_slug":"hireability","tool_url":"https://aidemos.com/tools/hireability","permalink":"https://aidemos.com/evidence/6d38aa3b-9f2d-4575-946a-88b808ba2548","api_url":"https://ai.aidemos.com/v1/observations/6d38aa3b-9f2d-4575-946a-88b808ba2548"},"peers":[{"id":"8ea09c29-07ce-4fad-b081-4789ec63dd29","tool":"airparser","tool_name":"Airparser","verdict":"worked","score":null,"score_total":null,"note":"Covers the six core fields from a two-column resume, including split-header contact info, work experience, education, and skills.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-aac909c1959d.png","evidence_url":"https://aidemos.com/evidence/8ea09c29-07ce-4fad-b081-4789ec63dd29"},{"id":"9d73e6da-0cca-4520-88b0-d45d6c6882b7","tool":"extracta-ai","tool_name":"Extracta.ai","verdict":"worked","score":null,"score_total":null,"note":"Covers the expected resume content from both columns, including work experience, education, skills, certifications, and languages.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-aa9cc0c96107.png","evidence_url":"https://aidemos.com/evidence/9d73e6da-0cca-4520-88b0-d45d6c6882b7"},{"id":"a66b482b-9fe0-48b9-a5d8-1de7ed3b966e","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"The multi-column output included the core resume fields and the sidebar-specific sections, including name, email, phone, experience, education, skills, certifications, languages, and projects.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-e8ac563d751d.png","evidence_url":"https://aidemos.com/evidence/a66b482b-9fe0-48b9-a5d8-1de7ed3b966e"},{"id":"1cf56ab8-34c3-4b84-80ce-c5ee89e1d790","tool":"skima-ai","tool_name":"Skima AI","verdict":"mixed","score":null,"score_total":null,"note":"The parser extracted the basic identity and work-history fields, but it did not fully return the core six-field resume set because skills from the sidebar were missing.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/skima-ai-06-input2-sidebar-missing-07290c0a1129.png","evidence_url":"https://aidemos.com/evidence/1cf56ab8-34c3-4b84-80ce-c5ee89e1d790"}],"other_criteria":[{"id":"af1285e2-d752-4c9b-8399-5fb7131f4c19","criterion":"multi-column-handling","criterion_name":"Multi-column handling","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"The two-column sidebar layout was misread as a job-order record, so the parser returned Title, PositionTitle, and MinimumEducationLevel instead of a candidate profile.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/af1285e2-d752-4c9b-8399-5fb7131f4c19"},{"id":"b4c264ab-7aee-45e0-a60b-583a4f461ad6","criterion":"noise-in-output","criterion_name":"Noise in output","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"The skills output contained blank level values and mixed in non-skill labels such as Engineering and Software as competencies.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/b4c264ab-7aee-45e0-a60b-583a4f461ad6"},{"id":"a242c7f2-c21c-4a1c-a38e-e24d698f957f","criterion":"output-quality","criterion_name":"Output quality","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Output quality collapsed on the two-column resume because the parser produced a job-order-style structure instead of a candidate resume structure.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/a242c7f2-c21c-4a1c-a38e-e24d698f957f"}],"appears_in":[{"page_type":"ranking","slug":"resume-parsing-api","title":"Best AI Tools for Parsing Resumes via API (2026)","url":"https://aidemos.com/best/resume-parsing-api","binding":"run"}],"same_scenario":[{"id":"8ea09c29-07ce-4fad-b081-4789ec63dd29","tool":"airparser","tool_name":"Airparser","verdict":"worked","score":null,"score_total":null,"note":"Covers the six core fields from a two-column resume, including split-header contact info, work experience, education, and skills."},{"id":"9d73e6da-0cca-4520-88b0-d45d6c6882b7","tool":"extracta-ai","tool_name":"Extracta.ai","verdict":"worked","score":null,"score_total":null,"note":"Covers the expected resume content from both columns, including work experience, education, skills, certifications, and languages."},{"id":"a66b482b-9fe0-48b9-a5d8-1de7ed3b966e","tool":"llamaparse","tool_name":"LlamaParse","verdict":"worked","score":null,"score_total":null,"note":"The multi-column output included the core resume fields and the sidebar-specific sections, including name, email, phone, experience, education, skills, certifications, languages, and projects."},{"id":"1cf56ab8-34c3-4b84-80ce-c5ee89e1d790","tool":"skima-ai","tool_name":"Skima AI","verdict":"mixed","score":null,"score_total":null,"note":"The parser extracted the basic identity and work-history fields, but it did not fully return the core six-field resume set because skills from the sidebar were missing."}]}