{"observation":{"id":"43967f62-61b2-48bb-969e-0efb9b7d2908","tool":"openresume","tool_name":"OpenResume","criterion":"accuracy","criterion_name":"Accuracy","criterion_definition":"Are extracted values correct and complete?","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Correct and complete values are the essence of resume parsing, so this directly determines whether the tool succeeds. 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empty.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/openresume-o8-company-wrong-e3e7299ec5d3.png","role":"output","alt":null},{"url":"https://d3epheqghktydj.cloudfront.net/openresume-o9-jobtitle-empty-464540356fcf.png","role":"output","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-and-output","input":{"state":"files","text":null,"files":[{"url":"https://d3epheqghktydj.cloudfront.net/parseur-input3-john-kumar-messyresume-75275a848042.pdf","filename":"parseur-input3-john-kumar-messyresume-75275a848042.pdf","alt":"Messy real-world resume — John Kumar","role":"input"}],"modality":"pdf","stresses":["messy formatting robustness","section detection fallback","inconsistent date parsing","soft-skills extraction","noise and hallucination control"]},"tool_page_slug":"openresume","tool_url":"https://aidemos.com/tools/openresume","permalink":"https://aidemos.com/evidence/43967f62-61b2-48bb-969e-0efb9b7d2908","api_url":"https://ai.aidemos.com/v1/observations/43967f62-61b2-48bb-969e-0efb9b7d2908"},"peers":[{"id":"6b3eb118-2ba6-4652-b602-ce3fd5db643a","tool":"affinda","tool_name":"Affinda","verdict":"failed","score":null,"score_total":null,"note":"Its total experience calculation overstates tenure: it returned 7.3 years even though the resume explicitly says 3 years of experience.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-d6a62fc24445.png","evidence_url":"https://aidemos.com/evidence/6b3eb118-2ba6-4652-b602-ce3fd5db643a"},{"id":"993bb825-5a88-466b-9fff-dccd2dff8b1b","tool":"airparser","tool_name":"Airparser","verdict":"mixed","score":null,"score_total":null,"note":"Leaves one education marks value as raw text (\"72 percent marks\") instead of normalizing it to the percentage form used by the other entries.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-0e184cd31272.png","evidence_url":"https://aidemos.com/evidence/993bb825-5a88-466b-9fff-dccd2dff8b1b"},{"id":"24d4e0ed-62c4-4c4c-a760-b27edcbfbf8b","tool":"cvparserpro","tool_name":"CVParserPro","verdict":"failed","score":null,"score_total":null,"note":"The education end date was wrong: a completed program was rendered as ending in Present.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/cvparserpro-p8-edu-present-wrong-b5d75dabbce2.png","evidence_url":"https://aidemos.com/evidence/24d4e0ed-62c4-4c4c-a760-b27edcbfbf8b"},{"id":"95b1a04c-460c-4ce9-92a3-12b5c95a28df","tool":"extracta-ai","tool_name":"Extracta.ai","verdict":"mixed","score":null,"score_total":null,"note":"Returns both certification names in lowercase exactly as written, with no capitalization normalisation applied.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-screenshot-202026-05-05-20124544-174ecd83f60c.png","evidence_url":"https://aidemos.com/evidence/95b1a04c-460c-4ce9-92a3-12b5c95a28df"},{"id":"ef02c50a-97cd-4bd6-a0bd-0d2828e199cc","tool":"hireability","tool_name":"Hireability","verdict":"failed","score":null,"score_total":null,"note":"The second employer name was merged with the role title, returning 'Junior Developer XYZ InfoTech' instead of just 'XYZ InfoTech'.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/hireability-hireability-task3-employer-name-merged-m-85d6c25840b0.png","evidence_url":"https://aidemos.com/evidence/ef02c50a-97cd-4bd6-a0bd-0d2828e199cc"},{"id":"979b5f53-2a09-4a4a-9bc1-e6cf8836f843","tool":"hrflow","tool_name":"HrFlow","verdict":"mixed","score":null,"score_total":null,"note":"On the messy resume, it keeps the main contact/work/education structure but misses the soft-skill section and certification entries.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/979b5f53-2a09-4a4a-9bc1-e6cf8836f843"},{"id":"989e474a-6a46-41df-9321-41535903d232","tool":"llamaparse","tool_name":"LlamaParse","verdict":"mixed","score":null,"score_total":null,"note":"One messy-resume education entry preserved the source phrase \"72 percent marks\" instead of normalizing it to a numeric percentage, while the other grades were captured as 67% and 81%.","artifact_count":4,"thumbnail":"https://d3epheqghktydj.cloudfront.net/research-media-image-180f1deae78b.png","evidence_url":"https://aidemos.com/evidence/989e474a-6a46-41df-9321-41535903d232"},{"id":"cf3ad31b-ebf3-4e51-b58c-8bac258004f9","tool":"parseur","tool_name":"Parseur","verdict":"failed","score":null,"score_total":null,"note":"The education CGPA value was wrong: the tool returned 67, which the report says is the percentage score rather than the actual CGPA.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/parseur-parseur-task3-cgpa-67-wrong-value-mock-fa517c22b6e0.png","evidence_url":"https://aidemos.com/evidence/cf3ad31b-ebf3-4e51-b58c-8bac258004f9"}],"other_criteria":[{"id":"eb6362c1-a60b-45e7-81bb-344e5f2e3ef0","criterion":"messy-resume-handling","criterion_name":"Messy resume handling","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"On a poorly formatted resume without bold uppercase section headers, the parser degrades badly: core sections are misassigned or empty instead of being recovered gracefully.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/eb6362c1-a60b-45e7-81bb-344e5f2e3ef0"}],"appears_in":[{"page_type":"ranking","slug":"resume-parsing-api","title":"Best AI Tools for Parsing Resumes via API 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Present."},{"id":"95b1a04c-460c-4ce9-92a3-12b5c95a28df","tool":"extracta-ai","tool_name":"Extracta.ai","verdict":"mixed","score":null,"score_total":null,"note":"Returns both certification names in lowercase exactly as written, with no capitalization normalisation applied."},{"id":"ef02c50a-97cd-4bd6-a0bd-0d2828e199cc","tool":"hireability","tool_name":"Hireability","verdict":"failed","score":null,"score_total":null,"note":"The second employer name was merged with the role title, returning 'Junior Developer XYZ InfoTech' instead of just 'XYZ InfoTech'."},{"id":"979b5f53-2a09-4a4a-9bc1-e6cf8836f843","tool":"hrflow","tool_name":"HrFlow","verdict":"mixed","score":null,"score_total":null,"note":"On the messy resume, it keeps the main contact/work/education structure but misses the soft-skill section and certification entries."},{"id":"989e474a-6a46-41df-9321-41535903d232","tool":"llamaparse","tool_name":"LlamaParse","verdict":"mixed","score":null,"score_total":null,"note":"One messy-resume education entry preserved the source phrase \"72 percent marks\" instead of normalizing it to a numeric percentage, while the other grades were captured as 67% and 81%."},{"id":"cf3ad31b-ebf3-4e51-b58c-8bac258004f9","tool":"parseur","tool_name":"Parseur","verdict":"failed","score":null,"score_total":null,"note":"The education CGPA value was wrong: the tool returned 67, which the report says is the percentage score rather than the actual CGPA."}]}