Pith Number

pith:KDLD2BAQ

pith:2024:KDLD2BAQJVVRAOHC7D4A4RCQNM

not attested not anchored not stored refs pending

Localized Zeroth-Order Prompt Optimization

Bryan Kian Hsiang Low, See-kiong Ng, Wenyang Hu, Xiangqiang Lin, Yao Shu, Zhaoxuan Wu, Zhongxiang Dai, Zongmin Yu

arxiv:2403.02993 v1 · 2024-03-05 · 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{KDLD2BAQJVVRAOHC7D4A4RCQNM}

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	2026-07-05T07:52:25.189129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50d63d04104d6b1038e2f8f80e44506b0d505272b81cbe7e994a6c4ac3de2c38

Aliases

arxiv: 2403.02993 · arxiv_version: 2403.02993v1 · doi: 10.48550/arxiv.2403.02993 · pith_short_12: KDLD2BAQJVVR · pith_short_16: KDLD2BAQJVVRAOHC · pith_short_8: KDLD2BAQ

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/KDLD2BAQJVVRAOHC7D4A4RCQNM \
  | 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: 50d63d04104d6b1038e2f8f80e44506b0d505272b81cbe7e994a6c4ac3de2c38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4308dee19435c4ddc46f960953ca4b6aa1414adca355a26ff103c60aeb316786",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-05T14:18:15Z",
    "title_canon_sha256": "09a4813fb05be83c0ae88023f4d1d6b95a7355efb1e88bdce7ae81910719f92e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02993",
    "kind": "arxiv",
    "version": 1
  }
}