Pith Number

pith:XGGNAC52

pith:2026:XGGNAC52J2RRSPYB4LQBRDDGDG

not attested not anchored not stored refs pending

Scalable Environments Drive Generalizable Agents

Bang Liu, Chenglin Wu, Fanqi Kong, Guibin Zhang, Jianhao Ruan, Jiayi Zhang, Jinyu Xiang, Maojia Song, Yuyu Luo, Zhaoyang Yu

arxiv:2605.18181 v1 · 2026-05-18 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XGGNAC52J2RRSPYB4LQBRDDGDG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-20T00:05:49.602987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b98cd00bba4ea3193f01e2e0188c66198c9c6d7112d8efdf3b499f5522576bdd

Aliases

arxiv: 2605.18181 · arxiv_version: 2605.18181v1 · doi: 10.48550/arxiv.2605.18181 · pith_short_12: XGGNAC52J2RR · pith_short_16: XGGNAC52J2RRSPYB · pith_short_8: XGGNAC52

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XGGNAC52J2RRSPYB4LQBRDDGDG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b98cd00bba4ea3193f01e2e0188c66198c9c6d7112d8efdf3b499f5522576bdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d98ea1a48cfe8f453654ff5359ecf9898c29ef8e6aa69e19028809b20980da1f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-18T10:24:05Z",
    "title_canon_sha256": "ba666f6919bf8cacaeaaa1248b410b51b85e95750dbd93b14de075b57f69352e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18181",
    "kind": "arxiv",
    "version": 1
  }
}