Pith Number

pith:HV7NX3GJ

pith:2023:HV7NX3GJ6TJX5V6YWLUMLZ2UDN

not attested not anchored not stored refs pending

Short Answer Grading Using One-shot Prompting and Text Similarity Scoring Model

Su-Youn Yoon

arxiv:2305.18638 v1 · 2023-05-29 · 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{HV7NX3GJ6TJX5V6YWLUMLZ2UDN}

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

Fine-tuning for Better Few Shot Prompting: An Empirical Comparison for Short Answer Grading

Receipt and verification

First computed	2026-07-05T06:15:03.201635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d7edbecc9f4d37ed7d8b2e8c5e7541b6149b8d785a05b44abfa07e3669cfd95

Aliases

arxiv: 2305.18638 · arxiv_version: 2305.18638v1 · doi: 10.48550/arxiv.2305.18638 · pith_short_12: HV7NX3GJ6TJX · pith_short_16: HV7NX3GJ6TJX5V6Y · pith_short_8: HV7NX3GJ

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/HV7NX3GJ6TJX5V6YWLUMLZ2UDN \
  | 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: 3d7edbecc9f4d37ed7d8b2e8c5e7541b6149b8d785a05b44abfa07e3669cfd95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ddef63346c6d291649adf76c8876fb0e5d0a8701c6de42cac8ca6f6d40c697d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-29T22:05:29Z",
    "title_canon_sha256": "ad23dc29cd584cb8b1c3c3019987e710cbf4ae69598c64093aec752e4eaadffb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18638",
    "kind": "arxiv",
    "version": 1
  }
}