Extract entities from news articles
news-graph-extractworkflowsetup L2★1
kimkuhyun/mnnk525 ↗What it does
Extract entities and relations from news batches
Best for
Building knowledge graphs from news corpora where entities and relationships must be structured for Neo4j ingestion.
Inputs
- · [object Object]
Outputs
- · [object Object]
Requires
- · Claude API (sonnet/opus)
- · Workflow tool
- · Structured output schema
Preconditions
- · Batch files created via export_batches.py
- · Claude model selected
Failure modes
- · Model extraction hallucination
- · Schema validation failure
- · Timeout on large batches
Trust signals
- · Explicit schema enforcement (11 predicates)
- · Evidence + confidence scoring
- · Language-agnostic (Korean example)