Pith Number

pith:D5JZ5ARA

pith:2024:D5JZ5ARAKCE5OXCSEVAUQLYSJ2

not attested not anchored not stored refs pending

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Cheng Tan, Dongxin Lyu, Jingxuan Wei, Siqi Ma, Siyuan Li, Stan Z. Li, Zhangyang Gao, Zicheng Liu

arxiv:2406.05688 v1 · 2024-06-09 · cs.CL · cs.AI · 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{D5JZ5ARAKCE5OXCSEVAUQLYSJ2}

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

8 papers in Pith

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges

EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation

GraphReview: Scientific Paper Evaluation via LLM-Based Graph Message Passing

PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing

AI for Auto-Research: Roadmap & User Guide

Receipt and verification

First computed	2026-07-05T08:29:32.320205Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f539e82205089d75c522541482f124e82a23fc0483d5789f9e870f62d36eede

Aliases

arxiv: 2406.05688 · arxiv_version: 2406.05688v1 · doi: 10.48550/arxiv.2406.05688 · pith_short_12: D5JZ5ARAKCE5 · pith_short_16: D5JZ5ARAKCE5OXCS · pith_short_8: D5JZ5ARA

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/D5JZ5ARAKCE5OXCSEVAUQLYSJ2 \
  | 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: 1f539e82205089d75c522541482f124e82a23fc0483d5789f9e870f62d36eede

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a231eb1099abcb1cba0518e10c3ce3bfb6296a4f69b517980b45513953179b6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-09T08:24:17Z",
    "title_canon_sha256": "67d37cc802d623ac53c1f31c64b085a06786b01f247077a5e74ee54fd5cca386"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05688",
    "kind": "arxiv",
    "version": 1
  }
}