Pith Number

pith:UA64EWLX

pith:2025:UA64EWLXTADPM7J3WIN3SFCK76

not attested not anchored not stored refs pending

Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery

Adrian Bayer, Adrian Dimitrov, Andrew Laverick, Anto I. Lonappan, Antony Lewis, Blake Sherwin, Boris Bolliet, Chadi Ait Ekioui, Chetana Amancharla, Chi Wang, Christian Fidler, Francisco Villaescusa-Navarro, \'I\~nigo Zubeldia, James Fergusson, Julien Lesgourgues, Kahaan Gandhi, Kristen Surrao, Licong Xu, Miles Cranmer, Milind Sarkar, Pablo Villanueva-Domingo, Santiago Casas, Sven Krippendorf, Thomas Meier, Ujjwal Tiwari, Xueqing Xu

arxiv:2507.07257 v2 · 2025-07-09 · cs.AI · astro-ph.IM · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UA64EWLXTADPM7J3WIN3SFCK76}

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

3 papers in Pith

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators

Discovery of Interpretable Surrogates via Agentic AI: Application to Gravitational Waves

Plausible but Wrong: A case study on Agentic Failures in Astrophysical Workflows

Receipt and verification

First computed	2026-07-05T11:35:36.547022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a03dc259779806f67d3bb21bb9144aff836313df2ec2e53bd399c3504ccc47c5

Aliases

arxiv: 2507.07257 · arxiv_version: 2507.07257v2 · doi: 10.48550/arxiv.2507.07257 · pith_short_12: UA64EWLXTADP · pith_short_16: UA64EWLXTADPM7J3 · pith_short_8: UA64EWLX

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/UA64EWLXTADPM7J3WIN3SFCK76 \
  | 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: a03dc259779806f67d3bb21bb9144aff836313df2ec2e53bd399c3504ccc47c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2c64fa3c9dcc4b00cbb2ed2a7d451f56c213ad22e5342b092a2ea867e252ada",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-09T20:03:30Z",
    "title_canon_sha256": "b26d2e6c8cc00d2a142d627701d6f3573c4d891233349730026283cf4b2b0c6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07257",
    "kind": "arxiv",
    "version": 2
  }
}