Pith Number

pith:O6LNXFLX

pith:2025:O6LNXFLX7GQGX7H7HVJKUDEG7W

not attested not anchored not stored refs pending

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents

Chenwei Zhang, Chenxuan Xie, Chunkit Chan, Chunyu Miao, Guancheng Wan, Henry Peng Zou, Irwin King, Jingbo Shang, Junyu Luo, Liangwei Yang, Ming Zhang, Peilin Zhou, Philip S. Yu, Wei-Chieh Huang, Weizhi Zhang, Xiao Luo, Xinyang Zhang, Yangning Li, Yangqiu Song, Yankai Chen, Yuanchen Bei, Yusheng Zhao, Yuyao Yang

arxiv:2506.18959 v3 · 2025-06-23 · cs.IR · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O6LNXFLX7GQGX7H7HVJKUDEG7W}

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

7 papers in Pith

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning

Multi-Head Recurrent Memory Agents

RubricsTree: Scalable and Evolving Open-Ended Evaluation of Personal Health Agents across Health Memory and Medical Skills

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports

Receipt and verification

First computed	2026-07-05T11:31:28.753139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7796db9577f9a06bfcff3d52aa0c86fdaf79c259ab2d5a7604e6a44ab5fd5fb0

Aliases

arxiv: 2506.18959 · arxiv_version: 2506.18959v3 · doi: 10.48550/arxiv.2506.18959 · pith_short_12: O6LNXFLX7GQG · pith_short_16: O6LNXFLX7GQGX7H7 · pith_short_8: O6LNXFLX

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/O6LNXFLX7GQGX7H7HVJKUDEG7W \
  | 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: 7796db9577f9a06bfcff3d52aa0c86fdaf79c259ab2d5a7604e6a44ab5fd5fb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd88661fc648f569bd7bc16128377c0c94b5b8d1c1f06cf7f2cbef919a5ee14f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-23T17:27:19Z",
    "title_canon_sha256": "6c4b20ab611aed5f5b30a1cb014cd4c2b0a906f401ad5c6a0d3d84cc2b290da2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18959",
    "kind": "arxiv",
    "version": 3
  }
}