Pith Number

pith:TS5TBZOF

pith:2025:TS5TBZOF5Y4R7LJXNU7H47QVBK

not attested not anchored not stored refs pending

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Jiajie Zhang, Jinxin Liu, Juanzi Li, Lei Hou, Shulin Cao, Weichuan Liu, Xiaoyin Che, Zhicheng Lee

arxiv:2503.21729 v3 · 2025-03-27 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TS5TBZOF5Y4R7LJXNU7H47QVBK}

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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

3 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction

MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T11:04:48.024549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cbb30e5c5ee391fad376d3e7e7e150ab3ed858860fda5f4795bee4d25c28ea6

Aliases

arxiv: 2503.21729 · arxiv_version: 2503.21729v3 · doi: 10.48550/arxiv.2503.21729 · pith_short_12: TS5TBZOF5Y4R · pith_short_16: TS5TBZOF5Y4R7LJX · pith_short_8: TS5TBZOF

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/TS5TBZOF5Y4R7LJXNU7H47QVBK \
  | 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: 9cbb30e5c5ee391fad376d3e7e7e150ab3ed858860fda5f4795bee4d25c28ea6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0a5494051c163f16d57baf2b45bc4c5085fa129bb536795f87873e175f76358",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-27T17:44:18Z",
    "title_canon_sha256": "243a81790f2cf51ca5f9db8e686d7d120cad09f5c019fb33cf91f214de27dd11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21729",
    "kind": "arxiv",
    "version": 3
  }
}