Pith Number

pith:ZTSQACTX

pith:2023:ZTSQACTXLPZRAZOQBJ2XMGGVVV

not attested not anchored not stored refs pending

Fairness-guided Few-shot Prompting for Large Language Models

Bingzhe Wu, Changqing Zhang, Huan Ma, Huazhu Fu, Lemao Liu, Peilin Zhao, Qinghua Hu, Shu Zhang, Yatao Bian, Zhirui Zhang

arxiv:2303.13217 v3 · 2023-03-23 · 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{ZTSQACTXLPZRAZOQBJ2XMGGVVV}

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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

Toward Calibrated, Fair, and accurate Deepfake Detection

WizardLM: Empowering large pre-trained language models to follow complex instructions

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting

IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling

Receipt and verification

First computed	2026-07-05T05:56:42.138000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cce5000a775bf31065d00a757618d5ad6388eea2230f96c2290aa04114b0e2bc

Aliases

arxiv: 2303.13217 · arxiv_version: 2303.13217v3 · doi: 10.48550/arxiv.2303.13217 · pith_short_12: ZTSQACTXLPZR · pith_short_16: ZTSQACTXLPZRAZOQ · pith_short_8: ZTSQACTX

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/ZTSQACTXLPZRAZOQBJ2XMGGVVV \
  | 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: cce5000a775bf31065d00a757618d5ad6388eea2230f96c2290aa04114b0e2bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d39963b99812574d42e5874a9784fe56401dc30b3ebbf9c6a428e2ab20b5b65",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-23T12:28:25Z",
    "title_canon_sha256": "6bb26f9846a661b66e843f6a0567bfc120d5cd0c789269f00bc4ee1d3c6d73a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13217",
    "kind": "arxiv",
    "version": 3
  }
}