Pith Number

pith:7LJ2G6HR

pith:2024:7LJ2G6HRRQGQ5C653BAOIUX347

not attested not anchored not stored refs pending

Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars

Bryan Kian Hsiang Low, Patrick Jaillet, See-kiong Ng, Wenyang Hu, Xiaoqiang Lin, Yao Shu, Zhaoxuan Wu, Zhongxiang Dai

arxiv:2405.16122 v2 · 2024-05-25 · cs.AI · cs.CL · cs.LG · 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{7LJ2G6HRRQGQ5C653BAOIUX347}

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

Aviary: training language agents on challenging scientific tasks

Receipt and verification

First computed	2026-07-05T09:27:54.633363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fad3a378f18c0d0e8bddd840e452fbe7c596d5592ddc9806cf52e796217bb69c

Aliases

arxiv: 2405.16122 · arxiv_version: 2405.16122v2 · doi: 10.48550/arxiv.2405.16122 · pith_short_12: 7LJ2G6HRRQGQ · pith_short_16: 7LJ2G6HRRQGQ5C65 · pith_short_8: 7LJ2G6HR

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/7LJ2G6HRRQGQ5C653BAOIUX347 \
  | 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: fad3a378f18c0d0e8bddd840e452fbe7c596d5592ddc9806cf52e796217bb69c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e392c621c3ac9cec297f4686eda3b54e58156cef229d11a6f6b3e971a6df6626",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-25T08:23:05Z",
    "title_canon_sha256": "e7ab9474c3d2fce3a350936b6e5daf1a1092a415fa70c9498f1efeeb15d3cc3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16122",
    "kind": "arxiv",
    "version": 2
  }
}