Pith Number

pith:CUIB37BZ

pith:2025:CUIB37BZZUFFFOKRO5OJ776QT5

not attested not anchored not stored refs pending

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Chunkit Chan, Dongyuan Li, Hai-Tao Zheng, Henry Peng Zou, Junyu Luo, Ming Zhang, Philip S. Yu, Renhe Jiang, Wei-Chieh Huang, Weizhi Zhang, Xiao Luo, Yangning Li, Yangqiu Song, Yankai Chen, Yaozu Wu, Yinghui Li, Yuanchen Bei, Yusheng Zhao, Yuyao Yang, Zhongfen Deng

arxiv:2507.09477 v2 · 2025-07-13 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CUIB37BZZUFFFOKRO5OJ776QT5}

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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

8 papers in Pith

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

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

Rethinking Agentic RAG: Toward LLM-Driven Logical Retrieval Beyond Embeddings

RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching

Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval

Receipt and verification

First computed	2026-07-05T11:38:09.278022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15101dfc39cd0a52b951775c9fffd09f65bd74025ea3342a9a4da4dbb1e9deb9

Aliases

arxiv: 2507.09477 · arxiv_version: 2507.09477v2 · doi: 10.48550/arxiv.2507.09477 · pith_short_12: CUIB37BZZUFF · pith_short_16: CUIB37BZZUFFFOKR · pith_short_8: CUIB37BZ

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/CUIB37BZZUFFFOKRO5OJ776QT5 \
  | 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: 15101dfc39cd0a52b951775c9fffd09f65bd74025ea3342a9a4da4dbb1e9deb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0496892708554a2020dddff48e1396c1210b33aa6350b202d61a0d49f4d007d8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-13T03:29:41Z",
    "title_canon_sha256": "0f9ca8aba6bae90e3c11d72011d83aa9a92bacee09d1bda097f169754967e3fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09477",
    "kind": "arxiv",
    "version": 2
  }
}