Pith Number

pith:TTY6YTC2

pith:2025:TTY6YTC2NFFR7J7XWD4BAT6V6M

not attested not anchored not stored refs pending

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Bernard Ghanem, Bowei Xia, Guohao Li, Mengkang Hu, Ping Luo, Qianshuo Ye, Qiguang Chen, Tao Sun, Wendong Fan, Yifeng Wang, Yingru Li, Yuhang Zhou, Yuzhou Nie, Zeyu Zhang, Zhaoxuan Jin, Ziyu Ye

arxiv:2505.23885 v2 · 2025-05-29 · 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{TTY6YTC2NFFR7J7XWD4BAT6V6M}

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

12 papers in Pith

Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation

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

Receipt and verification

First computed	2026-07-05T11:19:27.532657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cf1ec4c5a694b1fa7f7b0f8104fd5f31a9236ec13862f71f1cd65fd8d326c94

Aliases

arxiv: 2505.23885 · arxiv_version: 2505.23885v2 · doi: 10.48550/arxiv.2505.23885 · pith_short_12: TTY6YTC2NFFR · pith_short_16: TTY6YTC2NFFR7J7X · pith_short_8: TTY6YTC2

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/TTY6YTC2NFFR7J7XWD4BAT6V6M \
  | 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: 9cf1ec4c5a694b1fa7f7b0f8104fd5f31a9236ec13862f71f1cd65fd8d326c94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bffe3417e53d0b8827774f5351c124b873cfec3b3588be406b50cdd74e96d20",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-29T17:51:58Z",
    "title_canon_sha256": "a240e964adddc73cc26a4634220ab400451ce36d28b96dc30a8de8e77ccbf3a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23885",
    "kind": "arxiv",
    "version": 2
  }
}