Pith Number

pith:FMAU6LTN

pith:2025:FMAU6LTNTPJQEWWHT2DV2DPSOZ

not attested not anchored not stored refs pending

Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?

Dragan Ga\v{s}evi\'c, Guanliang Chen, Kaixun Yang, Mladen Rakovi\'c

arxiv:2504.21330 v1 · 2025-04-30 · 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{FMAU6LTNTPJQEWWHT2DV2DPSOZ}

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.

Receipt and verification

First computed	2026-07-05T10:56:22.305726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b014f2e6d9bd3025ac79e875d0df2764a126b0041cf9ae868f143e3fee70b70

Aliases

arxiv: 2504.21330 · arxiv_version: 2504.21330v1 · doi: 10.48550/arxiv.2504.21330 · pith_short_12: FMAU6LTNTPJQ · pith_short_16: FMAU6LTNTPJQEWWH · pith_short_8: FMAU6LTN

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/FMAU6LTNTPJQEWWHT2DV2DPSOZ \
  | 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: 2b014f2e6d9bd3025ac79e875d0df2764a126b0041cf9ae868f143e3fee70b70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5e8367da801ff034f6b4dbe9e84f042a5781151c4fb4ab9374f849be15d8807",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-30T05:36:28Z",
    "title_canon_sha256": "40919d2cd7c7d2d2044e01c7fbc78df5c3eb738d2682596fbe2fa5573a7910ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21330",
    "kind": "arxiv",
    "version": 1
  }
}