Pith Number

pith:CLAZ46D6

pith:2023:CLAZ46D6BSOY755WBZ6P3D2WY7

not attested not anchored not stored refs pending

Few-shot learning for automated content analysis: Efficient coding of arguments and claims in the debate on arms deliveries to Ukraine

Gerret von Nordheim, Gregor Wiedemann, Jonas Rieger, Katharina Kleinen-von K\"onigsl\"ow, Kostiantyn Yanchenko, Mattes Ruckdeschel

arxiv:2312.16975 v1 · 2023-12-28 · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLAZ46D6BSOY755WBZ6P3D2WY7}

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	2026-07-05T11:37:07.892986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12c19e787e0c9d8ff7b60e7cfd8f56c7e0e0731ccc95a77cda32a23fe1ad5488

Aliases

arxiv: 2312.16975 · arxiv_version: 2312.16975v1 · doi: 10.48550/arxiv.2312.16975 · pith_short_12: CLAZ46D6BSOY · pith_short_16: CLAZ46D6BSOY755W · pith_short_8: CLAZ46D6

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/CLAZ46D6BSOY755WBZ6P3D2WY7 \
  | 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: 12c19e787e0c9d8ff7b60e7cfd8f56c7e0e0731ccc95a77cda32a23fe1ad5488

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6582d74f91ff47c1fd099504a78912de96662c2e52380601ca90cf3b75461d62",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-28T11:39:08Z",
    "title_canon_sha256": "1586e32a88eae31fa3076e52ad654ee0ed8d1e2633d36d8e12f2e837f81e2553"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16975",
    "kind": "arxiv",
    "version": 1
  }
}