{"slug":"sift-kg","name":"Sift Kg","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"C","score":52,"tagline":"CLI that extracts entities and relationships from documents into a knowledge graph with human-approved deduplication","description":"Turn any collection of documents into a knowledge graph. Extract entities and relationships via LLM, deduplicate with your approval. Map domains, find hidden connections, spot patterns across documents — knowledge that persists and compounds, for you and your AI agents. All from the CLI.","tags":["knowledge-graph","cli","entity-extraction","graphml","document-processing"],"url":"https://way.space/tool/sift-kg","stars":"—","category":"research","categories":["research"],"repo":"https://github.com/juanceresa/sift-kg","license":"MIT","maintainers":[{"login":"juanceresa","url":"https://github.com/juanceresa","isMember":false,"verified":false},{"login":"shuofengzhang","url":"https://github.com/shuofengzhang","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"3 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 122d ago","direction":"positive"},{"label":"Commit cadence","detail":"0 commits in 90 days","direction":"negative"},{"label":"Issue close ratio","detail":"50% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"0 releases in 12 months","direction":"negative"},{"label":"Stars (log-damped)","detail":"794 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"low engagement (0.11 per star) — possible inflated stars","direction":"negative"}]}