{"schema":"https://assignee.net/schemas/benchmark-evidence-v1","schema_version":"1.0","contract_version":"benchmark-evidence-v1.0","contract_updated":"2026-06-01","schema_documentation":"https://assignee.net/schemas","changelog_url":"https://assignee.net/changelog","publisher":{"name":"Assignee Research","url":"https://assignee.net"},"html_url":"https://assignee.net/benchmarks/evidence?model=Llama-3&bench=Accuracy","json_url":"https://assignee.net/benchmarks/evidence.json?model=Llama-3&bench=Accuracy","model":"Llama-3","benchmark":"Accuracy","source_count":2,"source_coverage":{"record_count":2,"distinct_source_count":2,"coverage_level":"LIMITED","basis":"distinct public paper URLs or titles in this evidence cluster"},"source_profile":{"source_url_count":2,"missing_source_url_count":0,"domains":["arxiv.org"],"year_min":2025,"year_max":2025,"basis":"public source URLs, source titles, and reported publication years in this evidence cluster"},"reported_range":{"min_score_pct":72.8,"max_score_pct":79.4},"spread_pp":6.6,"severity":"MEDIUM","entries":[{"model":"Llama-3","benchmark":"Accuracy","score_pct":79.4,"source_title":"The impact of fine tuning in LLaMA on hallucinations for named entity extraction in legal documentation","source_url":"http://arxiv.org/abs/2506.08827v1","source_domain":"arxiv.org","year":2025},{"model":"Llama-3","benchmark":"Accuracy","score_pct":72.8,"source_title":"Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training","source_url":"http://arxiv.org/abs/2504.19565v3","source_domain":"arxiv.org","year":2025}],"interpretation":"This record groups score claims extracted from papers for the same model and benchmark label. A nonzero spread means the public literature reports different values for this cluster.","limitations":["Differences are not automatically errors.","Reported values may differ because of prompts, dataset versions, evaluation protocols, scoring rules, preprocessing, fine-tuning, or reporting conventions.","Source papers remain authoritative for their own claims."]}