ScriptAI Tools & APIsv1.0

Entity Extraction Pipeline

by AaaS · open-source · Last verified 2026-03-01

Extracts named entities and relationships from unstructured text at scale using LLM-powered NER with custom entity type support. Outputs structured data with entity linking, relationship graphs, and confidence scores for knowledge graph construction.

https://aaas.blog/script/entity-extraction-pipeline ↗

C—Below Average

Adoption: C+Quality: B+Freshness: ACitations: CEngagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: entity-extraction, relationship-extraction, entity-linking, custom-entity-types, graph-output
Integrations: openai, anthropic, spacy, pandas, networkx
Use Cases: knowledge-graph-building, compliance-scanning, intelligence-analysis, content-enrichment
API Available: No
Language: python
Dependencies: openai, anthropic, spacy, pandas, networkx
Environment: Python 3.11+ with spaCy models installed
Est. Runtime: 5-30 minutes depending on corpus size
Tags: script, automation, entity-extraction, nlp, structured-data
Added: 2026-03-17
Completeness: 100%

Index Score

49.2

Adoption

Quality

Freshness

Citations

Engagement

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