Pith Number

pith:DNJ3WUZM

pith:2025:DNJ3WUZMEIMZFZF2SENTXSTD7Y

not attested not anchored not stored refs pending

Optimizing Prompt Sequences using Monte Carlo Tree Search for LLM-Based Optimization

Fei Xu Yu, Gina Adam, Nathaniel D. Bastian, Tian Lan

arxiv:2508.05995 v1 · 2025-08-08 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNJ3WUZMEIMZFZF2SENTXSTD7Y}

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

Perception Graph for Cognitive Attack Reasoning in Augmented Reality

Receipt and verification

First computed	2026-07-05T11:50:47.029649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b53bb532c221992e4ba911b3bca63fe1f98dc3697300d8569058a757ebfbb6d

Aliases

arxiv: 2508.05995 · arxiv_version: 2508.05995v1 · doi: 10.48550/arxiv.2508.05995 · pith_short_12: DNJ3WUZMEIMZ · pith_short_16: DNJ3WUZMEIMZFZF2 · pith_short_8: DNJ3WUZM

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/DNJ3WUZMEIMZFZF2SENTXSTD7Y \
  | 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: 1b53bb532c221992e4ba911b3bca63fe1f98dc3697300d8569058a757ebfbb6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2abfc03eb74d0b0ba4b8c48c171ef1bbe5d034a416815ca869e8fc3fba432c0e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-08T04:01:24Z",
    "title_canon_sha256": "e00b8a678ae18be0e62b58b18d704b56f0b216ec524bfc55378cb6cce36bc6b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05995",
    "kind": "arxiv",
    "version": 1
  }
}