claim-extraction

A library for stance detection, claim extraction, and more

Tensory — Claim-native MCP Memory Server. LLM claim extraction → Graph + Vector + SQLite. Zero-setup persistent memory for Claude, Cursor & any MCP client.

AI hallucination detector with formally verified trust scoring for LLM outputs. No API keys needed.

Particles reference engine — corpus, LLM claim extraction, belief store, query/lint/review, CLI + HTTP + MCP. PyPI: linkedparticles

Local-first research control plane for gated source packs, claim truth, contradiction handling, and long-running AI synthesis

Institutional AI due diligence engine. Extract, verify, & cross-reference claims from PDF investment decks using SEC EDGAR, FMP, & Gemini LLMs.

Chiral Narrative Synthesis workspace for Thinker/Tinker LoRA pipelines, semantic fact-checking, telemetry, and reviewer-ready CNS docs.

CPU-floor claim-extraction benchmark for Bonsai ternary/1-bit models. Speed + accuracy, direct vs quote architectures.

Open source MAMMAL evidence auditing system for claim extraction, evidence matching, risk flagging, and verification report exports.

Origin, not truth: an open index of where web claims come from — every claim keeps its page, its digest and the citations that page printed. Served as W3C PROV-O over JSON-LD. Standard library only.

Graph coherence engine for research datasets — Fisher Information diagnostics, two-tier reports, claim extraction

Particles client library — schema models, confidence math, candidate extraction, conformance validation, interchange codec. PyPI: linkedparticles-core

Turn research corpora into auditable, evidence-graded claim inventories. A Claude skill with archaeology and medical-scientific grading presets.

Automated, multi-model claim validation for news articles and opinion pieces. LLMs as measurement instruments, after Asirvatham, Mokski and Shleifer's GPT as a Measurement Tool.

Schema-grounded news claim extraction with LLaMA 3.1 + LoRA (89.4% accuracy)

AI-powered fake news detector for Bangladeshi news — URL & text analysis with NLI, Groq ,ML, emotion detection, and claim extraction.

Extract claim spans from scientific text using spaCy + linguistic patterns.

Turn source text into standalone, evidence-backed claims with integrity checks, bounded recovery and entity tagging.

A contradiction-aware RAG pipeline that surfaces source disagreement instead of averaging it away. Extracts atomic claims with byte-exact provenance, canonicalizes them into a claim graph, classifies supports/refutes relations, and synthesizes answers that report conflicts with evidence.

Real-time political speech consistency tracker powered by FastAPI, OpenAI, and Cognee temporal knowledge graph memory. Detects claim drift and flip-flops live.