By name: knowledge-synthesis description: 知识合成 — 将多来源信息融合为结构化知识，生成摘要、报告和知识图谱 version: "1.0.0" license: MIT metadata: author: blackplume233 actant-tags: "synthesis,knowledge,summarization,researcher" layer: auxiliary agent: researcher
Knowledge Synthesis
Overview
Fuse multi-source information into structured knowledge; generate summaries, reports, and knowledge graphs.
Information Fusion
- Merge overlapping content; resolve redundancy
- Align terminology across sources; normalize units and formats
- Preserve provenance (source, timestamp) for each fact
Contradiction Resolution
- Detect conflicting claims across sources
- Apply source-evaluation scores to prefer higher-credibility sources
- Surface unresolved contradictions to user with context
Structured Output Generation
- Reports: Executive summary, key findings, recommendations, appendix with sources
- Summaries: Bullet-point or paragraph form; configurable length
- Comparisons: Side-by-side analysis (e.g., tool A vs B); pros/cons tables
Knowledge Graph Entry Creation
- Extract entities (people, orgs, concepts) and relations
- Create graph nodes and edges; support incremental updates
- Export to standard formats (JSON-LD, RDF) for downstream use
Confidence Scoring
- Assign confidence (0–1) to synthesized claims based on source agreement and quality
- Include confidence in output; flag low-confidence items for review