Pith Number

pith:LPZ4WYNB

pith:2024:LPZ4WYNBNY5UHXTZLOILHDP3A3

not attested not anchored not stored refs pending

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement

Jiayi Chen, Jinhao Jiang, Junyi Li, Ruiyang Ren, Shijie Wang, Tao Zhang, Wayne Xin Zhao, Yang Song

arxiv:2412.12881 v1 · 2024-12-17 · cs.CL · 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{LPZ4WYNBNY5UHXTZLOILHDP3A3}

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

5 papers in Pith

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:50:22.115458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bf3cb61a16e3b43de795b90b38dfb06f97470dfec9f3c26a6d10e32b206fa84

Aliases

arxiv: 2412.12881 · arxiv_version: 2412.12881v1 · doi: 10.48550/arxiv.2412.12881 · pith_short_12: LPZ4WYNBNY5U · pith_short_16: LPZ4WYNBNY5UHXTZ · pith_short_8: LPZ4WYNB

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/LPZ4WYNBNY5UHXTZLOILHDP3A3 \
  | 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: 5bf3cb61a16e3b43de795b90b38dfb06f97470dfec9f3c26a6d10e32b206fa84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "962631d1b7d10f6a8e219bd1cea4a51c9807e7c26af8764df9adb8c66ada6f0b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T13:05:36Z",
    "title_canon_sha256": "1cb35f2889adaf15231bc90bf03572787c7134c5396d8745dfd2007890267693"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12881",
    "kind": "arxiv",
    "version": 1
  }
}