| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - reasoning |
| - graph-reasoning |
| - synthetic |
| - verifier |
| - paired-evaluation |
| pretty_name: LiveGraph Matched Graph-vs-Linear Benchmark |
| --- |
| |
| # LiveGraph Matched Graph-vs-Linear Benchmark |
|
|
| This release contains the frozen synthetic datasets used by *LiveGraph: Typed |
| Graphs versus Linear Traces*. It supports a |
| controlled comparison between a typed-graph rendering and a chronological |
| linear-trace rendering of the same Boolean relational-propagation records. |
|
|
| ## Main matched benchmark |
|
|
| - `data/semantic_train.jsonl`: 480 semantic training records, depths 1--10. |
| - `data/semantic_heldout.jsonl`: 3,200 clean held-out records, depths 1--32. |
| - `data/semantic_eval_variants.jsonl`: 19,200 semantic evaluation variants. |
| - `data/sft_{typed_graph,linear_trace}.jsonl`: paired SFT rows. |
| - `data/eval_{typed_graph,linear_trace}.jsonl`: paired evaluation rows. |
| - `manifest.json`: frozen counts, construction invariants, and file hashes. |
|
|
| The variants are `clean`, `edge_order`, `node_rename`, |
| `extra_distractors`, `one_path_edge_flip`, and `edge_delete`. The generator |
| balances labels within depth and holds the semantic record and full-chat token |
| count fixed across the two registered renderings. Ordinary visible trailing |
| `PAD` markers are part of the graph rendering package; this is not a pure |
| graph-topology intervention. |
|
|
| ## Additional frozen subsets |
|
|
| - `data/grpo_v1/`: exact-verifier GRPO train, ID, and OOD sets. |
| - `data/native_robustness_v1/`: native-thinking robustness subset. |
| - `data/edge_delete_unknown_v1/`: deletion-only UNKNOWN evaluation. |
| - `data/subsets_v3/`: clean and diagnostic subsets. |
| - `data/relassum_v3/`: auxiliary relation/assumption evaluation artifacts. |
|
|
| ## Integrity |
|
|
| Verify the frozen main files from this directory: |
|
|
| ```bash |
| sha256sum -c SHA256SUMS |
| ``` |
|
|
| For the original main files, the frozen hashes are also recorded in |
| `manifest.json` and `SHA256SUMS`. Derived subset directories carry their own |
| manifests. |
|
|
| The byte-frozen top-level manifest retains two original absolute tokenizer and |
| chat-template provenance strings so that its paper-reported SHA-256 remains |
| verifiable. They are inert local paths; use the public base model files rather |
| than those locations. |
|
|
| ## Scope and limitations |
|
|
| The data are synthetic. `supports` preserves a Boolean value and `refutes` |
| negates it along one queried path. These tasks do not establish real-world |
| reasoning quality, theorem validity, source-claim truth, or end-to-end OAE |
| assurance. Auxiliary relation/assumption labels are not human gold. |
|
|
| ## License and citation |
|
|
| The released dataset is provided under Apache License 2.0. Cite the LiveGraph |
| paper and this dataset release. A final arXiv identifier can be added to this |
| card after submission. |
|
|
