Frugal Knowledge Graph Construction with Local LLMs: A Zero-Shot Pipeline, Self-Consistency and Wisdom of Artificial Crowds explores A zero-shot pipeline for frugal knowledge graph construction using local LLMs, achieving competitive results with consumer hardware.. Commercial viability score: 6/10 in Knowledge Graph Construction.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Freshness
Canonical route: /paper
Agent Handoff
Canonical ID frugal-knowledge-graph-construction-with-local-llms-a-zero-shot-pipeline-self-consistency-and-wisdom-of-artificial-crowd | Route /paper/frugal-knowledge-graph-construction-with-local-llms-a-zero-shot-pipeline-self-consistency-and-wisdom-of-artificial-crowd
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/frugal-knowledge-graph-construction-with-local-llms-a-zero-shot-pipeline-self-consistency-and-wisdom-of-artificial-crowdMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.11104"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Frugal Knowledge Graph Construction with Local LLMs: A Zero-Shot Pipeline, Self-Consistency and Wisdom of Artificial Crowds",
"normalized_query": "2604.11104",
"route": "/paper/frugal-knowledge-graph-construction-with-local-llms-a-zero-shot-pipeline-self-consistency-and-wisdom-of-artificial-crowd",
"paper_ref": "frugal-knowledge-graph-construction-with-local-llms-a-zero-shot-pipeline-self-consistency-and-wisdom-of-artificial-crowd",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.