Pith Number

pith:FYDB6HCU

pith:2026:FYDB6HCUTDTJXYB62AGC3URHU6

not attested not anchored not stored refs pending

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Dongqi Huang, Hongbang Yuan, Jiachun Li, Jinshan Gao, Jun Zhao, Kang Liu, Kejian Zhu, Lingshuai Wang, Longxiang Wang, Lu Wang, Ruilin Xu, Shengjia Hua, Tianyi Men, Yupu Hao, Zhuoran Jin

arxiv:2606.12191 v1 · 2026-06-10 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FYDB6HCUTDTJXYB62AGC3URHU6}

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	2026-06-11T01:10:53.306020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e061f1c5498e69be03ed00c2dd227a7b4b48047a7cfcf72445dd3448202f06b

Aliases

arxiv: 2606.12191 · arxiv_version: 2606.12191v1 · doi: 10.48550/arxiv.2606.12191 · pith_short_12: FYDB6HCUTDTJ · pith_short_16: FYDB6HCUTDTJXYB6 · pith_short_8: FYDB6HCU

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/FYDB6HCUTDTJXYB62AGC3URHU6 \
  | 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: 2e061f1c5498e69be03ed00c2dd227a7b4b48047a7cfcf72445dd3448202f06b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f52e66f2343b703a3941ca43e61b3518d59a4f99a4f6d6691f43b3866f6a1feb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-10T15:15:01Z",
    "title_canon_sha256": "bc39687372fa257801da3e29ffe8c48e3804e376ed710246d06c390ffaa17e22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12191",
    "kind": "arxiv",
    "version": 1
  }
}