Pith Number

pith:AA4IEUNT

pith:2025:AA4IEUNTZF5KDPAFL2B2DTMVYS

not attested not anchored not stored refs pending

SAS-Bench: A Fine-Grained Benchmark for Evaluating Short Answer Scoring with Large Language Models

Bin Cui, Conghui He, Feiyang Ye, Jinhao Yan, Kexuan Zhang, Linyihan Zhang, Peichao Lai, Wentao Zhang, Yanwei Xu, Yilei Wang, Yi Lin

arxiv:2505.07247 v2 · 2025-05-12 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AA4IEUNTZF5KDPAFL2B2DTMVYS}

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

EDIT: Evidence-Diagnosed Intervention Training for Rule-Faithful LLM Grading

Receipt and verification

First computed	2026-07-05T11:03:24.524396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00388251b3c97aa1bc055e83a1cd95c4aa554f2ad000abf0760b765976840ea1

Aliases

arxiv: 2505.07247 · arxiv_version: 2505.07247v2 · doi: 10.48550/arxiv.2505.07247 · pith_short_12: AA4IEUNTZF5K · pith_short_16: AA4IEUNTZF5KDPAF · pith_short_8: AA4IEUNT

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/AA4IEUNTZF5KDPAFL2B2DTMVYS \
  | 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: 00388251b3c97aa1bc055e83a1cd95c4aa554f2ad000abf0760b765976840ea1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77acfbac6d1003c4e50a3ff3cea9d1a65c63508ed9bd36f057f82e5d318ac829",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T05:43:21Z",
    "title_canon_sha256": "5074bfffe7d3a5f558ef8e4f7c03c7b90c1dd76cda408bb6e4a805fed5628e38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07247",
    "kind": "arxiv",
    "version": 2
  }
}