Pith Number

pith:3S3JRX5Q

pith:2025:3S3JRX5QPPRRPJSLF3M2NXJW5H

not attested not anchored not stored refs pending

OAgents: An Empirical Study of Building Effective Agents

Changwang Zhang, Ge Zhang, Hanhao Li, Heyuan Huang, He Zhu, Jiaheng Liu, Jian Yang, Jinxiang Xia, Jun Wang, King Zhu, Minghao Liu, Ningning Wang, Pai Liu, Tianhao Peng, Tianrui Qin, Wangchunshu Zhou, Xiangru Tang, Xiaowan Li, Xin Gui, Xitong Gao, Yeyi Guan, Yi Yao, Yuchen Eleanor Jiang, Yuhui Liu

arxiv:2506.15741 v2 · 2025-06-17 · cs.AI · 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{3S3JRX5QPPRRPJSLF3M2NXJW5H}

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

5 papers in Pith

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Inference-Time Budget Control for LLM Search Agents

Receipt and verification

First computed	2026-07-05T11:25:46.581419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcb698dfb07be317a64b2ed9a6dd36e9f8bd1dc954ddb8965b14ad7d4159635b

Aliases

arxiv: 2506.15741 · arxiv_version: 2506.15741v2 · doi: 10.48550/arxiv.2506.15741 · pith_short_12: 3S3JRX5QPPRR · pith_short_16: 3S3JRX5QPPRRPJSL · pith_short_8: 3S3JRX5Q

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/3S3JRX5QPPRRPJSLF3M2NXJW5H \
  | 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: dcb698dfb07be317a64b2ed9a6dd36e9f8bd1dc954ddb8965b14ad7d4159635b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "686251e47acbf18ea669ed0fb15997513fa5e86532597b6d2dccc6cec55b4305",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-17T17:59:02Z",
    "title_canon_sha256": "99208c4fe4c6e04cc7f67626d996c5d496d30aecea5186eb7bf7db8ff25ac48d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15741",
    "kind": "arxiv",
    "version": 2
  }
}