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GovSCH: An Open-Source Schema for Transforming Governance ... newamerica.org Oct 28, 2025 4 facts
referenceNIST’s OSCAL provides layered JSON and XML models, including Catalog, Profile, and Component for System Security Plan (SSP), Security Assessment Plan (SAP), Security Assessment Report (SAR), and Plan of Actions and Milestones (POA&M), to streamline control assessments.
claimThe GovSCH project defined its schema using four key considerations: standardization of structure (uniform elements), flexibility for diversity (optional and extendable components), machine-readability (using JSON and YAML formats), and semantic clarity (meaningful naming conventions and metadata definitions).
claimGovSCH schemas are available in JSON and YAML formats to bridge the gap between automated compliance tools and human policy analysts, enabling integration across organizational functions.
procedureThe GovSCH project methodology for developing and documenting schemas for U.S. executive orders, U.S.-centric cybersecurity frameworks, and international data protection regulations involves a systematic process of document acquisition, qualitative content analysis, computational analysis via LLMs, and transformation into machine-readable formats like JSON and YAML.
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 3 facts
claimRML (RDF Mapping Language) extends R2RML to allow the definition of mappings from relational databases as well as semi-structured data formats like XML, TSV, CSV, and JSON.
claimKnowledge Graph construction requires handling heterogeneous data formats, including CSV, XML, JSON, and RDF, as well as various access technologies like downloadable files, databases, and APIs.
claimEfforts to create a standardized Property Graph Model serialization format include the JSON-based Property Graph Exchange Format (PGEF), YARS-PG, and the Graph Definition Language (GDL).
Medical Hallucination in Foundation Models and Their ... medrxiv.org Mar 3, 2025 2 facts
procedureThe document parsing process for the NEJM Medical Case Records Dataset involved converting collected PDFs into a structured JSON format containing text, images, and tables using a combination of image recognition and text extraction methods.
referenceThe final data representation for case records stores text in a 'text.txt' file using Markdown, stores tables in a structured JSON format (containing tabular data, Markdown formatting, and a GPT-4o generated summary), and saves images in a directory with associated JSON files containing captions and summaries.
Efficient Knowledge Graph Construction and Retrieval from ... - arXiv arxiv.org Aug 7, 2025 1 fact
procedureThe DocumentParser component utilizes the open-source Docling library to convert input documents in formats such as PDF, HTML, XLSX, and CSV into a unified intermediate representation in JSON or Markdown format, while retaining layout, tables, and structural metadata.
A framework to assess clinical safety and hallucination rates of LLMs ... nature.com May 13, 2025 1 fact
procedureFunction calls and JSON-based output (Experiments 6, 9, 10, 11) instructed LLMs to generate responses in structured JSON format to optimize integration with primary care electronic health record systems.
Applying Large Language Models in Knowledge Graph-based ... arxiv.org Jan 7, 2025 1 fact
claimLLM-based approaches for KG integration can generate output formats like JSON for subsequent processing, whereas KG-based approaches typically produce the same output format as the input.
Addressing common challenges with knowledge graphs - SciBite scibite.com 1 fact
claimKnowledge graphs designed for investigative analytics, such as target validation or drug repositioning, are best exported in JSON format for ingestion into labelled property graphs.
Detecting hallucinations with LLM-as-a-judge: Prompt ... - Datadog datadoghq.com Aug 25, 2025 1 fact
procedureDatadog uses structured output to enforce the hallucination rubric's format on LLM outputs, ensuring the model generates valid JSON that adheres to the required schema.
Designing Knowledge Graphs for AI Reasoning, Not Guesswork linkedin.com Jan 14, 2026 1 fact
procedureThe AI agent architecture step 'Tool Selection & Execution' involves choosing the correct tool and formatting parameters into executable JSON, as incorrect tool selection causes plans to fail in practice.