Pith Number

pith:3CCU2MQ4

pith:2023:3CCU2MQ4MZQ6MM7K3GIVD2MBG7

not attested not anchored not stored refs pending

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub

Bohan Lyu, Heyang Yu, Maosong Sun, Pan Yang, Xin Cong, Yankai Lin, Yaxi Lu, Yining Ye, Yujia Qin, Yukun Yan, Zhiyuan Liu, Zhong Zhang

arxiv:2312.17294 v3 · 2023-12-28 · cs.SE · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CCU2MQ4MZQ6MM7K3GIVD2MBG7}

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.

Cited by

1 paper in Pith

From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

Receipt and verification

First computed	2026-07-05T11:18:38.490739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8854d321c6661e633ead99151e98137cb8bb10f9f018e617f134e63532a75dd

Aliases

arxiv: 2312.17294 · arxiv_version: 2312.17294v3 · doi: 10.48550/arxiv.2312.17294 · pith_short_12: 3CCU2MQ4MZQ6 · pith_short_16: 3CCU2MQ4MZQ6MM7K · pith_short_8: 3CCU2MQ4

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/3CCU2MQ4MZQ6MM7K3GIVD2MBG7 \
  | 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: d8854d321c6661e633ead99151e98137cb8bb10f9f018e617f134e63532a75dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea1b3864bb0b30cec30c7c19a24981d760cf6d37baaaa45fcf858d88b80859c7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-28T15:47:30Z",
    "title_canon_sha256": "1b587202db44dd20299944663adc3421a782e04be0c037c42069863ce07df0e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17294",
    "kind": "arxiv",
    "version": 3
  }
}