Pith Number

pith:SS525BKV

pith:2023:SS525BKVBINIK2F23YHJSGEIRU

not attested not anchored not stored refs pending

One-Shot Learning as Instruction Data Prospector for Large Language Models

Binyuan Hui, Fei Huang, Jiaxi Yang, Junhao Liu, Lei Zhang, Ling-Hao Chen, Min Yang, Shuzheng Si, Tongliang Liu, Xiaobo Xia, Yongbin Li, Yunshui Li

arxiv:2312.10302 v4 · 2023-12-16 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SS525BKVBINIK2F23YHJSGEIRU}

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

2 papers in Pith

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods

Receipt and verification

First computed	2026-07-05T08:26:16.873871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94bbae85550a1a8568bade0e9918888d2dc620ce5be88bef63b8d61799d12eaa

Aliases

arxiv: 2312.10302 · arxiv_version: 2312.10302v4 · doi: 10.48550/arxiv.2312.10302 · pith_short_12: SS525BKVBINI · pith_short_16: SS525BKVBINIK2F2 · pith_short_8: SS525BKV

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/SS525BKVBINIK2F23YHJSGEIRU \
  | 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: 94bbae85550a1a8568bade0e9918888d2dc620ce5be88bef63b8d61799d12eaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f83619a5cec5452055478260a33a85436385f8e327d0a568609ce9a55ef5cb11",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-16T03:33:12Z",
    "title_canon_sha256": "695ecf0fc0259d4fe30e2a28e2e2aca5a47e1fdba1be570ac88cd3f74ac4987e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10302",
    "kind": "arxiv",
    "version": 4
  }
}