Lillith GraphRAG benchmark

A worked GraphRAG benchmark dataset: a content-addressed corpus, its chunking, embeddings, vector index, retrieval events, and model-extracted entity/relationship descriptions — every artifact attributed and confidence-weighted, published as a research object.

Published: 2026-06-12T00:00:00+00:00

@id@typename
ro-crate-metadata.jsonCreativeWork
./DatasetLillith GraphRAG benchmark
https://spdx.org/licenses/CC-BY-4.0CreativeWorkCC-BY-4.0
https://blackcatinformatics.ca/gmeow/ro-crate/publisherOrganizationBlackcat Informatics Inc.
corpus.ttlFilecorpus.ttl
grounded-claim.ttlFilegrounded-claim.ttl
lillith-dataset.ttlFilelillith-dataset.ttl
lillith-pipeline.ttlFilelillith-pipeline.ttl
lillith.croissant.jsonldFilelillith.croissant.jsonld
rubric.ttlFilerubric.ttl
scores.ttlFilescores.ttl
https://blackcatinformatics.ca/gmeow/evals/corpus/constitutionFileCONSTITUTION.md
https://blackcatinformatics.ca/gmeow/evals/corpus/readmeFileREADME.md
https://blackcatinformatics.ca/gmeow/examples/ai/handbookFilefacilities handbook, 2026 edition
https://blackcatinformatics.ca/gmeow/examples/graphrag/mail-archiveFilelist archive, 2025
https://blackcatinformatics.ca/gmeow/evals/harnessSoftwareApplicationthe gmeow-evals harness
https://blackcatinformatics.ca/gmeow/evals/model-reference-baselineSoftwareApplicationhttps://blackcatinformatics.ca/gmeow/evals/model-reference-baseline
https://blackcatinformatics.ca/gmeow/examples/ai/assistantSoftwareApplicationfacilities assistant model
https://blackcatinformatics.ca/gmeow/examples/ai/auditorSoftwareApplicationgrounding auditor
https://blackcatinformatics.ca/gmeow/examples/graphrag/embedderSoftwareApplicationembedder-v3
https://blackcatinformatics.ca/gmeow/examples/graphrag/extractorSoftwareApplicationextraction model
https://blackcatinformatics.ca/gmeow/examples/graphrag/pipeline-runnerSoftwareApplicationlillith pipeline runner
https://github.com/blackcat-informatics/lillith-pipeline/blob/main/.github/workflows/benchmark.yml['File', 'SoftwareSourceCode', 'ComputationalWorkflow']benchmark.yml
https://blackcatinformatics.ca/gmeow/examples/ai/invocation-19CreateActionhttps://blackcatinformatics.ca/gmeow/examples/ai/invocation-19
https://blackcatinformatics.ca/gmeow/examples/graphrag/invocation-44CreateActionhttps://blackcatinformatics.ca/gmeow/examples/graphrag/invocation-44
https://blackcatinformatics.ca/gmeow/examples/graphrag/lillith-ingestCreateActionlillith corpus ingest
https://blackcatinformatics.ca/gmeow/examples/graphrag/pipeline-runCreateActionlillith benchmark pipeline run 2026-06-02
https://blackcatinformatics.ca/gmeow/examples/ai/claim-close-2200Thinghttps://blackcatinformatics.ca/gmeow/examples/ai/claim-close-2200
https://blackcatinformatics.ca/gmeow/examples/ai/claim-close-2300Thinghttps://blackcatinformatics.ca/gmeow/examples/ai/claim-close-2300
https://blackcatinformatics.ca/gmeow/examples/graphrag/chunk-7Thinghttps://blackcatinformatics.ca/gmeow/examples/graphrag/chunk-7
https://blackcatinformatics.ca/gmeow/examples/graphrag/desc-buildsysThingextracted: 'the build system'
https://blackcatinformatics.ca/gmeow/examples/graphrag/desc-maraThingextracted: 'Mara' (maintainer?)
https://blackcatinformatics.ca/gmeow/examples/graphrag/lillith-crateThinglillith.crate.zip
https://blackcatinformatics.ca/gmeow/examples/graphrag/pipeline-repoThinglillith-pipeline repository
https://blackcatinformatics.ca/gmeow/examples/graphrag/rel-maintainsThingextracted: Mara maintains the build system
https://blackcatinformatics.ca/gmeow/examples/graphrag/summary-infraThingsummary: the infrastructure crew