Pith Number

pith:ZZGOO2N6

pith:2023:ZZGOO2N66WK3GEILFQGK5T6HZS

not attested not anchored not stored refs pending

Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Hangxiao Zhu, Ming Yin, Zhuoran Lu, Zhuoyan Li

arxiv:2310.07849 v2 · 2023-10-11 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZZGOO2N66WK3GEILFQGK5T6HZS}

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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

4 papers in Pith

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Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression

TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models

SeaAlert: Robust Severity Classification and LLM-Based Information Extraction for Noisy Maritime Distress Communications

Receipt and verification

First computed	2026-07-05T07:00:30.215147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce4ce769bef595b3110b2c0caecfc7cc9f89096d21b5b5e52e90306016ac0f78

Aliases

arxiv: 2310.07849 · arxiv_version: 2310.07849v2 · doi: 10.48550/arxiv.2310.07849 · pith_short_12: ZZGOO2N66WK3 · pith_short_16: ZZGOO2N66WK3GEIL · pith_short_8: ZZGOO2N6

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/ZZGOO2N66WK3GEILFQGK5T6HZS \
  | 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: ce4ce769bef595b3110b2c0caecfc7cc9f89096d21b5b5e52e90306016ac0f78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c03c191566f303b695aa27ed3d05dbc551f78881d6894cb6448a4074a9d28c19",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-11T19:51:13Z",
    "title_canon_sha256": "6a164d6f6cb55ba995af2ecac03e237284f6d7271a9abde152633ead38ec0843"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07849",
    "kind": "arxiv",
    "version": 2
  }
}