Pith Number

pith:RNFEI5F3

pith:2025:RNFEI5F32JTHESS2ODC6RZLXOA

not attested not anchored not stored refs pending

Exploring LLM Autoscoring Reliability in Large-Scale Writing Assessments Using Generalizability Theory

Dan Song, Hong Jiao, Won-Chan Lee

arxiv:2507.19980 v2 · 2025-07-26 · 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{RNFEI5F32JTHESS2ODC6RZLXOA}

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

1 paper in Pith

Deployment Decision Reliability: A Generalizability-Theory Framework for Sizing Long-Horizon Agent Evaluations

Receipt and verification

First computed	2026-07-05T11:44:53.214388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b4a4474bbd266724a5a70c5e8e577702cb9ba03490d52647c9bc9fb3840da88

Aliases

arxiv: 2507.19980 · arxiv_version: 2507.19980v2 · doi: 10.48550/arxiv.2507.19980 · pith_short_12: RNFEI5F32JTH · pith_short_16: RNFEI5F32JTHESS2 · pith_short_8: RNFEI5F3

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/RNFEI5F32JTHESS2ODC6RZLXOA \
  | 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: 8b4a4474bbd266724a5a70c5e8e577702cb9ba03490d52647c9bc9fb3840da88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63ff587bfd50b347a193859a81c3f33fb962e46ef2e5401de1c38d4cd3f96438",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-26T15:33:05Z",
    "title_canon_sha256": "4add39923b864f7c5da7445a515e1c326db655b1dc94ab558583b85c75bd2917"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19980",
    "kind": "arxiv",
    "version": 2
  }
}