| --- |
| license: other |
| language: |
| - en |
| tags: |
| - temporal-reasoning |
| - knowledge-graph |
| - graphrag |
| - retrieval-augmented-generation |
| - lora |
| - peft |
| pretty_name: Temporal-Aware GraphRAG artifacts (anonymous) |
| --- |
| |
| # Temporal-Aware GraphRAG — anonymous data archive |
|
|
| Anonymous double-blind artifact accompanying the EMNLP submission *"The Lever Is |
| the Prompt: Retrieval-Conditioned Prompting in Temporal-Aware GraphRAG."* This |
| is the **data + trained-adapter** half; the **code** is in the companion anonymous |
| repository linked from the paper. See `DATASHEET.md` for provenance. |
|
|
| > No author, affiliation, or identifying information is included. Please do not |
| > attempt to de-anonymize. |
|
|
| ## Contents |
| ``` |
| adapters/ LoRA adapters (inference-ready: adapter_model.safetensors + |
| adapter_config.json + tokenizer + chat_template). 14 policies: |
| sft-v3{,-seed1337,-seed7} Qwen3-8B headline (3 seeds) |
| sft-llama31{,-seed1337,-seed7} Llama-3.1-8B cross-arch (3 seeds) |
| sft-mistral{,-seed1337,-seed7} Mistral-7B cross-arch (3 seeds) |
| sft-multitq{,-seed1337,-seed7} MultiTQ cross-benchmark (3 seeds) |
| sft-multitq-{llama,mistral} MultiTQ cross-arch |
| eval/ Per-question predictions + gold for every reported run (74 JSONs): |
| TempBench 3-seed, 3-hop ablation, empty/shuffled-evidence, |
| data-scale (1k/2k), full-test LLM-judge runs, MultiTQ, baselines. |
| benchmark/ benchmark_labelled.jsonl + labels.tsv (the benchmark of [anon-bench], |
| provided as a read-only input; see PROVENANCE.txt). |
| sft_data/ Retrieval-conditioned SFT corpora (CoT, terse, MultiTQ). |
| logs/ Training / evaluation logs (negative-result evidence). |
| ``` |
|
|
| ## Mapping to the code repository |
| Place these so the code repo's scripts find them: |
| ``` |
| adapters/<name>/ -> checkpoints/<name>/final/ |
| eval/*.json -> outputs/eval/ |
| benchmark/* -> outputs/benchmark/ |
| sft_data/*.jsonl -> outputs/ |
| ``` |
|
|
| ## Notes |
| - Adapters are **inference-only** (training state / optimizer checkpoints removed). |
| - Three contaminated judge runs (errored API calls) are **excluded**; all reported |
| judge-EM numbers come from the clean full-test runs included here. |
|
|
| ## License |
| Mixed; the `license: other` tag reflects this: |
| - **Data** (eval outputs, benchmark, SFT corpora): derived from Wikidata (CC0) via |
| TGB 2.0 — permissive. |
| - **LoRA adapters**: derivative works of their base models and governed by those |
| licenses — Qwen3-8B (Apache-2.0), Llama-3.1-8B-Instruct (Llama 3.1 Community |
| License), Mistral-7B-Instruct-v0.3 (Apache-2.0). Use of the Llama-based adapters |
| is subject to the Llama 3.1 Community License. |
|
|
