Pith Number

pith:4AKKGJF4

pith:2024:4AKKGJF4LQPGFFA7XIRJDM4OUB

not attested not anchored not stored refs pending

The Impact of Example Selection in Few-Shot Prompting on Automated Essay Scoring Using GPT Models

Lui Yoshida

arxiv:2411.18924 v1 · 2024-11-28 · 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{4AKKGJF4LQPGFFA7XIRJDM4OUB}

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	2026-07-05T09:41:53.955415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e014a324bc5c1e62941fba2291b38ea07fd8ef3c6cfb6d8430689c02e4cab36d

Aliases

arxiv: 2411.18924 · arxiv_version: 2411.18924v1 · doi: 10.48550/arxiv.2411.18924 · pith_short_12: 4AKKGJF4LQPG · pith_short_16: 4AKKGJF4LQPGFFA7 · pith_short_8: 4AKKGJF4

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/4AKKGJF4LQPGFFA7XIRJDM4OUB \
  | 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: e014a324bc5c1e62941fba2291b38ea07fd8ef3c6cfb6d8430689c02e4cab36d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fab160750c883fb4ac197c062bcfeadbf1cd5684d33bac0eb3a4585ec889d39",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-28T05:24:51Z",
    "title_canon_sha256": "ff64a3bff45f5103b316bf6d92200c530a1974267f4f9e8425dc712ee6b48c7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18924",
    "kind": "arxiv",
    "version": 1
  }
}