Pith Number

pith:BDGZMYK6

pith:2026:BDGZMYK6S45OARQJP27T5YJQKS

not attested not anchored not stored refs pending

SAGE: Stochastic Prompt Optimization via Agent-Guided Exploration

Jinghong Chen, Luka Smyth, Saki Shinoda, Ziyi Zhu

arxiv:2606.18902 v1 · 2026-06-17 · 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{BDGZMYK6S45OARQJP27T5YJQKS}

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.

Receipt and verification

First computed	2026-06-19T16:11:51.401287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08cd96615e973ae046097ebf3ee13054b049677bc9436e2adcc281faaac76356

Aliases

arxiv: 2606.18902 · arxiv_version: 2606.18902v1 · doi: 10.48550/arxiv.2606.18902 · pith_short_12: BDGZMYK6S45O · pith_short_16: BDGZMYK6S45OARQJ · pith_short_8: BDGZMYK6

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/BDGZMYK6S45OARQJP27T5YJQKS \
  | 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: 08cd96615e973ae046097ebf3ee13054b049677bc9436e2adcc281faaac76356

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "179bd0d2d34f97d0cd4715383cdc36c03d8056e54f080374af8626513af1d816",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-17T10:25:25Z",
    "title_canon_sha256": "3a6d9f7dd61a9123c9c592117fdc0e055e383a319ce9367b13fb83fcd5f5756e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18902",
    "kind": "arxiv",
    "version": 1
  }
}