Pith Number

pith:NTJMRHMP

pith:2025:NTJMRHMPCLMZ4JUNMGSQFD733I

not attested not anchored not stored refs pending

Aspect-Guided Multi-Level Perturbation Analysis of Large Language Models in Automated Peer Review

Jiatao Li, Mingqi Gao, Xiaojun Wan, Xinyu Hu, Yanheng Li

arxiv:2502.12510 v1 · 2025-02-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NTJMRHMPCLMZ4JUNMGSQFD733I}

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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

1 paper in Pith

From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent

Receipt and verification

First computed	2026-07-05T10:15:56.729301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cd2c89d8f12d99e268d61a5028ffbda22dda099648305d247781a351c7a2c8e

Aliases

arxiv: 2502.12510 · arxiv_version: 2502.12510v1 · doi: 10.48550/arxiv.2502.12510 · pith_short_12: NTJMRHMPCLMZ · pith_short_16: NTJMRHMPCLMZ4JUN · pith_short_8: NTJMRHMP

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/NTJMRHMPCLMZ4JUNMGSQFD733I \
  | 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: 6cd2c89d8f12d99e268d61a5028ffbda22dda099648305d247781a351c7a2c8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0f4588e23836d1047b42bf87fdde0b72916093dd1b47d8a087eea4d1d064abc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T03:50:06Z",
    "title_canon_sha256": "711054b5c24f80dbf00eaf711753448aa1395018386b806d3a2ffca37cd57fc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12510",
    "kind": "arxiv",
    "version": 1
  }
}