Pith Number

pith:ZUX3J6YZ

pith:2023:ZUX3J6YZZHP3Q3MAEBM3XZ2ZPY

not attested not anchored not stored refs pending

More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering

Bingsheng Yao, Dakuo Wang, Guiming Chen, James Hendler, Jiachen Li, Ruishi Zou, Shao Zhang, Sijia Liu, Yisi Sang, Yuxuan Lu

arxiv:2311.09782 v2 · 2023-11-16 · 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{ZUX3J6YZZHP3Q3MAEBM3XZ2ZPY}

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

1 paper in Pith

Few-Shot Optimization for Sensor Data Using Large Language Models: A Case Study on Fatigue Detection

Receipt and verification

First computed	2026-07-05T08:03:28.209700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd2fb4fb19c9dfb86d802059bbe7597e1244dc63398664eefb04b78e2d2b2f64

Aliases

arxiv: 2311.09782 · arxiv_version: 2311.09782v2 · doi: 10.48550/arxiv.2311.09782 · pith_short_12: ZUX3J6YZZHP3 · pith_short_16: ZUX3J6YZZHP3Q3MA · pith_short_8: ZUX3J6YZ

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/ZUX3J6YZZHP3Q3MAEBM3XZ2ZPY \
  | 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: cd2fb4fb19c9dfb86d802059bbe7597e1244dc63398664eefb04b78e2d2b2f64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "304ec71b869a8872f107330ec6ef6701817bf2acee1e19e6b17ed928d880467c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-16T11:02:49Z",
    "title_canon_sha256": "fce98c98d20bbe376b360581cabe98d9ff9a78f62d4bb8c27ff687cbf50e42f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09782",
    "kind": "arxiv",
    "version": 2
  }
}