Pith Number

pith:IM4AWCYT

pith:2025:IM4AWCYTOHPCCPII6P53FR5KIE

not attested not anchored not stored refs pending

Deep Research Agents: A Systematic Examination And Roadmap

Haozheng Zhang, Huichi Zhou, Jianye Hao, Jun Wang, Kang Li, Kun Shao, Lifeng Shang, Linyi Yang, Meng Fang, Songcen Xu, Xiaoguang Li, Yihang Chen, Yuxuan Huang

arxiv:2506.18096 v2 · 2025-06-22 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IM4AWCYTOHPCCPII6P53FR5KIE}

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

29 papers in Pith

Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

MedBench v5: A Dynamic, Process-Oriented, and Hallucination-Aware Benchmark for Clinical Multimodal Models

MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval

Receipt and verification

First computed	2026-07-05T12:04:16.059310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43380b0b1371de213d08f3fbb2c7aa413ce62797134c751d7552cd868801e24d

Aliases

arxiv: 2506.18096 · arxiv_version: 2506.18096v2 · doi: 10.48550/arxiv.2506.18096 · pith_short_12: IM4AWCYTOHPC · pith_short_16: IM4AWCYTOHPCCPII · pith_short_8: IM4AWCYT

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/IM4AWCYTOHPCCPII6P53FR5KIE \
  | 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: 43380b0b1371de213d08f3fbb2c7aa413ce62797134c751d7552cd868801e24d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27a4ad1795cf4f8f9888c5b8df39b1023fd1f5c3fa3f6e85cb1bd6e77dcc5efc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-22T16:52:48Z",
    "title_canon_sha256": "dda22068adfd2dc202c139cbc6348117d69f0df4412e300f8117eb8e7bc21745"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18096",
    "kind": "arxiv",
    "version": 2
  }
}