Pith Number

pith:W5FSCBDD

pith:2023:W5FSCBDD3AS6T2KGLGNG3MIHVI

not attested not anchored not stored refs pending

ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning

Jiayang Song, Kunpeng Yao, Lei Ma, Zhan Shu, Zhehua Zhou

arxiv:2308.13724 v1 · 2023-08-26 · cs.RO · 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{W5FSCBDD3AS6T2KGLGNG3MIHVI}

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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.

Cited by

1 paper in Pith

LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Receipt and verification

First computed	2026-07-05T06:45:03.932616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b74b210463d825e9e946599a6db107aa04e2013a9f91a98497359f8f8e5d56c5

Aliases

arxiv: 2308.13724 · arxiv_version: 2308.13724v1 · doi: 10.48550/arxiv.2308.13724 · pith_short_12: W5FSCBDD3AS6 · pith_short_16: W5FSCBDD3AS6T2KG · pith_short_8: W5FSCBDD

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/W5FSCBDD3AS6T2KGLGNG3MIHVI \
  | 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: b74b210463d825e9e946599a6db107aa04e2013a9f91a98497359f8f8e5d56c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6ecb4bd70adee57c64c458a24cdd1ce890ee97e637ba06ddccb724880d517db",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-08-26T01:31:35Z",
    "title_canon_sha256": "a02155a04cb71386e8dd6336adc006b0ca855935002362b23df3600a0de18793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.13724",
    "kind": "arxiv",
    "version": 1
  }
}