Pith Number

pith:6QNFQFHK

pith:2024:6QNFQFHKDA43UOHOLB3RZCRR7M

not attested not anchored not stored refs pending

Learning to Use Tools via Cooperative and Interactive Agents

Dawei Yin, Haibo Shi, Lingyong Yan, Pengjie Ren, Shen Gao, Suzan Verberne, Xiuyi Chen, Yue Feng, Zhaochun Ren, Zhengliang Shi

arxiv:2403.03031 v4 · 2024-03-05 · 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{6QNFQFHKDA43UOHOLB3RZCRR7M}

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

4 papers in Pith

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Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges

Agentic Reasoning for Large Language Models

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Receipt and verification

First computed	2026-07-05T08:35:43.540183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f41a5814ea1839ba38ee58771c8a31fb226cedc9d589541fb4b74620abc33377

Aliases

arxiv: 2403.03031 · arxiv_version: 2403.03031v4 · doi: 10.48550/arxiv.2403.03031 · pith_short_12: 6QNFQFHKDA43 · pith_short_16: 6QNFQFHKDA43UOHO · pith_short_8: 6QNFQFHK

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/6QNFQFHKDA43UOHOLB3RZCRR7M \
  | 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: f41a5814ea1839ba38ee58771c8a31fb226cedc9d589541fb4b74620abc33377

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6613a94e299d6fd8b38b454d599c5ef4982e510877c312b89a55eb9b1f0c85b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-05T15:08:16Z",
    "title_canon_sha256": "96906534d8a8380d749c53bd6842b013d7b56b458aac292188e3d25cd408be0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03031",
    "kind": "arxiv",
    "version": 4
  }
}