Pith Number

pith:43DE4JPF

pith:2024:43DE4JPF2RMKXAUW4OUAL3WVRH

not attested not anchored not stored refs pending

Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course

Cheng-Han Chiang, Chienchou Yang, Chun-Yi Kuan, Hung-yi Lee, Wei-Chih Chen

arxiv:2407.05216 v2 · 2024-07-07 · 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{43DE4JPF2RMKXAUW4OUAL3WVRH}

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

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T09:10:01.487836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6c64e25e5d458ab8296e3a805eed589ef82bb7d4b6fb8bfb86a1329b8badb84

Aliases

arxiv: 2407.05216 · arxiv_version: 2407.05216v2 · doi: 10.48550/arxiv.2407.05216 · pith_short_12: 43DE4JPF2RMK · pith_short_16: 43DE4JPF2RMKXAUW · pith_short_8: 43DE4JPF

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/43DE4JPF2RMKXAUW4OUAL3WVRH \
  | 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: e6c64e25e5d458ab8296e3a805eed589ef82bb7d4b6fb8bfb86a1329b8badb84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84fd6ad64a6399db954730f98893705851773c73cc9a7fcbd54c7b547ed882dc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-07T00:17:24Z",
    "title_canon_sha256": "04d0efd7c7ef0711a52f657261967a822dda15526104052f38d7022488c175e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05216",
    "kind": "arxiv",
    "version": 2
  }
}