Pith Number

pith:GCRQLM2Z

pith:2026:GCRQLM2ZPWXJSI2G5JJFVGXDMQ

not attested not anchored not stored refs pending

CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs

Dongnan Liu, Feng Zhang, Guocong Li, Jie Liu, Jinjian Zhang, Linjian Mo, Ming Kong, Mutian Bao, Qiang Zhu, Qiuyi Qi, Tian Liang, Wei Zhou

arxiv:2607.04854 v1 · 2026-07-06 · 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{GCRQLM2ZPWXJSI2G5JJFVGXDMQ}

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	2026-07-07T02:20:07.355208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30a305b3597dae992346ea525a9ae3642077a8db835c38500f31609a7ac98ce4

Aliases

arxiv: 2607.04854 · arxiv_version: 2607.04854v1 · doi: 10.48550/arxiv.2607.04854 · pith_short_12: GCRQLM2ZPWXJ · pith_short_16: GCRQLM2ZPWXJSI2G · pith_short_8: GCRQLM2Z

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/GCRQLM2ZPWXJSI2G5JJFVGXDMQ \
  | 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: 30a305b3597dae992346ea525a9ae3642077a8db835c38500f31609a7ac98ce4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "121232f66b00f3ffe76ef066e5b1d5417099afea08bf58fc73cb1bf6e9f938b0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-06T09:29:57Z",
    "title_canon_sha256": "272eacaefd3c61041a444f45a3a5dc6073ab5b243b3ec0d2fedec33edc9fbe3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04854",
    "kind": "arxiv",
    "version": 1
  }
}