Simplify model and dataset descriptions

README.md

@@ -15,7 +15,7 @@ The matching checkpoints are in [alien-models](https://huggingface.co/alejandroh
 
 - `papers.tar.gz`: 16,068 methodological summaries (`blog.md`) and their extracted/refined atom JSON files; original clustering and the 80%-coverage atom assignments. Extracts to `papers/`. Original PDFs are referenced by metadata, not redistributed.
 - `data.tar.gz`: SQLite paper and author metadata, original token vocabulary, and coherence train/validation splits. Extracts to `data/`.
-- `availability-compact.tar.gz`: the corrected availability dataset used by the released dual encoder. Extracts to `data/availability_dataset/`; approximately 1.8 GB compressed and 4.3 GB extracted.
+- `availability-compact.tar.gz`: availability training data. Extracts to `data/availability_dataset/`; approximately 1.8 GB compressed and 4.3 GB extracted.
 - `contrastive_availability_train.jsonl.gz` and `contrastive_availability_val.jsonl.gz`: optional exchange-format examples, approximately 3.75 GB and 0.42 GB compressed. The metadata and token mapping are provided alongside them.
 - `research-assets.tar.gz`: fixed atom combinations and Markdown proposal texts from Alien (299), Random (300), Claude Opus 4.7 (300), and Gemini 3.1 Pro (300). Each method folder contains a `combinations.json` index linking atom IDs to proposal files.
 
@@ -37,7 +37,7 @@ Availability records pair a `query_ids` token sequence with the disjoint complem
 
 ## Provenance and contact identifiers
 
-Paper metadata and author links originate from the authors' OpenReview/DBLP-based corpus; methodological summaries and atoms were generated by the original LLM pipeline. Paper source URLs are retained in the SQLite database. The 80%-coverage clustering is unchanged. The availability data supersedes the older exports with 26,462 author profiles.
+Paper metadata and author links originate from the authors' OpenReview/DBLP-based corpus; methodological summaries and atoms were generated by the LLM pipeline. Paper source URLs are provided in the SQLite database. The atom catalogue uses 80%-coverage clustering.
 
 Email columns are omitted. The 1,208 email-based author IDs in the metadata are consistently replaced across public profiles, author links, training examples, and model bank metadata. Author display names and non-email service identifiers remain; this is not a fully anonymous dataset. Token sequences, training split membership, and model-bank row alignment are unchanged.
 

manifest.json

@@ -1,8 +1,8 @@
 {
   "files": {
     "README.md": {
-      "bytes": 3835,
-      "sha256": "8aef157aafd3678fb1e203c7b54b30f18b2336a27ca3d9d9d90e97bae1b66b2e"
+      "bytes": 3711,
+      "sha256": "1257491ed22cdf68e3aba9f8699c5a7f87e87a635a04a3a8f78bba0e29f6d084"
     },
     "availability-compact.tar.gz": {
       "bytes": 1806072602,