Dataset Viewer
The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    InvalidConfigName
Message:      Bad characters from black list '<>:/\|?*' found in 'publicus-ir-graphrag/v2'. They could create issues when creating a directory for this config on Windows filesystem.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
                  config_names = get_dataset_config_names(
                      path=dataset,
                      token=hf_token,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                      path,
                  ...<4 lines>...
                      **download_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1217, in dataset_module_factory
                  raise e1 from None
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1192, in dataset_module_factory
                  ).get_module()
                    ~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 666, in get_module
                  builder_configs, default_config_name = create_builder_configs_from_metadata_configs(
                                                         ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      module_path,
                      ^^^^^^^^^^^^
                  ...<3 lines>...
                      download_config=self.download_config,
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 363, in create_builder_configs_from_metadata_configs
                  builder_config_cls(
                  ~~~~~~~~~~~~~~~~~~^
                      name=config_name,
                      ^^^^^^^^^^^^^^^^^
                  ...<6 lines>...
                      },
                      ^^
                  )
                  ^
                File "<string>", line 14, in __init__
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/parquet/parquet.py", line 90, in __post_init__
                  super().__post_init__()
                  ~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 130, in __post_init__
                  raise InvalidConfigName(
                  ...<2 lines>...
                  )
              datasets.builder.InvalidConfigName: Bad characters from black list '<>:/\|?*' found in 'publicus-ir-graphrag/v2'. They could create issues when creating a directory for this config on Windows filesystem.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

US Code Sparse GraphRAG

Dataset repository: justicedao/ipfs_uscode

Release profile

  • Profile: publicus-ir-graphrag/v2
  • Pinned source revision: 75cfc5982dc3a6808614cd4eb9b4238f8f9308b8
  • Official release point: us/pl/118/45
  • Embedding model: thenlper/gte-small @ 17e1f347d17fe144873b1201da91788898c639cd
  • Vector space: gte-small@17e1f347d17fe144873b1201da91788898c639cd:d384:pool=mean:norm=l2
  • Primary key (default config): entry_cid

Dataset configurations

The default configuration is viewer-safe v2 only. Recovery JSON and legacy monoliths are advertised as separate named configs and never contaminate the default Dataset Viewer schema.

  • publicus-ir-graphrag/v2 (default) — primary key entry_cid
    • Default viewer-safe v2 configuration.
    • Excludes recovery JSON and legacy uscode_parquet monoliths.
  • recovery-quarantine/v1 (recovery quarantine) — primary key recovery_id
    • Quarantine configuration for heterogeneous recovery JSON.
    • Never included in the default config or canonical counts.

Artifact layout

README.md
manifest.json
release_metadata.json
dataset_configs.json
dataset_infos.json
data/corpus/part-*.parquet
data/bm25/documents/part-*.parquet
data/bm25/postings/part-*.parquet
data/vectors/centroid-*-part-*.parquet
data/graph/nodes/part-*.parquet
data/graph/edges/part-*.parquet
data/graph/adjacency/out/part-*.parquet
data/graph/adjacency/in/part-*.parquet
indexes/*
reports/admission.json
reports/quality.json
reports/reproducibility.json
reports/lineage.json   # verbose lineage (not control plane)
recovery/...          # quarantine config only
uscode_parquet/...    # legacy compatibility config only

Control plane vs verbose lineage

The control plane consists of manifest.json, release_metadata.json, routing indexes, and compact admission/quality/reproducibility reports. Verbose per-row source lineage lives only in reports/lineage.json and is not mixed into Dataset Viewer configs or the release control plane.

Currentness disclaimer

Acquisition and publication timestamps record when a package was retrieved or sealed; they are not a claim that the codified text is legally current as of wall-clock time. Retrieval output is a research aid and is not a substitute for the official source.

Limitations

  • Retrieval output is a research aid and is not a substitute for the official U.S. Code source.
  • Acquisition and publication timestamps are not legal-currentness claims.
  • Recovery quarantine rows are excluded from the default config and from corpus/BM25/vector/graph counts until normalized and admitted.
  • Legacy uscode_parquet/* remains available only through the explicit compatibility configuration for one deprecation cycle.

Integrity

Every artifact is descriptor-bound in manifest.json with relative path, media type, row count, byte count, SHA-256, schema identifier, and optional key range. Packaging is additive: legacy files are never deleted by this release builder.

Producer: uscode_hf_release.py (USCIR-031 / USCIR-G080).

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