Graph Construction Interactive Lab — Extraction, Validation & RDF Commit

See how structured or LLM extraction proposes facts, then application validation, entity resolution, and RDF mapping decide what enters the graph.

GuidedNo API keys in LabGraph Construction

Core idea

Extraction proposes facts. Application validation decides what can enter the graph.

Mode

Mode comparison

Modes switch the recorded extraction path. They do not rank quality.

Source text
Structured: ✓
LLM-assisted: ✓
Extraction
Structured: Structured
LLM-assisted: LLM (recorded)
Application validation
Structured: ✓
LLM-assisted: ✓
Entity resolution
Structured: ✓
LLM-assisted: ✓
RDF graph authority
Structured: ✓
LLM-assisted: ✓

Stage	Structured	LLM-assisted
Source text	✓	✓
Extraction	Structured	LLM (recorded)
Application validation	✓	✓
Entity resolution	✓	✓
RDF graph authority	✓	✓

Choose an example

Examples replay frozen measured executions. No live API call is made.

Entity ExtractionExtract entity labels, resolve them to stable RDF IRIs, and commit type and rdfs:label triples.Relationship ExtractionPropose a relationship, validate it against the application vocabulary, then commit the RDF triple.Entity LinkingLink surface labels to existing stable IRIs, then commit the relationship triple.Invalid FactAn unsupported predicate is proposed; application validation rejects it and the graph stays unchanged.

Replays a frozen measured execution; no live API call is made.

Choose a mode and example to replay the measured graph construction execution.