Pith Number

pith:PZAP34P5

pith:2022:PZAP34P5SL4F2ETZSYTKLGD4RM

not attested not anchored not stored refs pending

Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach

Dan Roth, Hongming Zhang, Jiayao Zhang, Zhun Deng

arxiv:2211.06398 v1 · 2022-11-07 · cs.CY · cs.CL · 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{PZAP34P5SL4F2ETZSYTKLGD4RM}

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

2 papers in Pith

AgentReview: Exploring Peer Review Dynamics with LLM Agents

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI

Receipt and verification

First computed	2026-07-05T05:15:20.617562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e40fdf1fd92f85d12799626a5987c8b0e66a2358d662eeadc91b89e30666abf

Aliases

arxiv: 2211.06398 · arxiv_version: 2211.06398v1 · doi: 10.48550/arxiv.2211.06398 · pith_short_12: PZAP34P5SL4F · pith_short_16: PZAP34P5SL4F2ETZ · pith_short_8: PZAP34P5

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/PZAP34P5SL4F2ETZSYTKLGD4RM \
  | 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: 7e40fdf1fd92f85d12799626a5987c8b0e66a2358d662eeadc91b89e30666abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4043090344b62ae338dfba18899c262bbe2b17ffc3e79d5a6987078b1e2af00e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2022-11-07T16:19:42Z",
    "title_canon_sha256": "ed38b5831e22d530b656af44ba9e63a449883fd7f4da12bc28be9c55b3b2f992"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06398",
    "kind": "arxiv",
    "version": 1
  }
}