Pith Number

pith:7BYFJRYW

pith:2025:7BYFJRYWKBVUHX4H3HDGTTPJMM

not attested not anchored not stored refs pending

Evaluating Retrieval-Augmented Generation Agents for Autonomous Scientific Discovery in Astrophysics

Adrian Dimitrov, Andrew Laverick, Boris Bolliet, Francisco Villaescusa-Navarro, \'I\~nigo Zubeldia, Licong Xu, Xueqing Xu

arxiv:2507.07155 v1 · 2025-07-09 · astro-ph.IM · astro-ph.CO · 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{7BYFJRYWKBVUHX4H3HDGTTPJMM}

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

AstroRAG -- A Pagerank-Based Retrieval-Augmented Generation Pipeline for Question Answering in Astronomy

Receipt and verification

First computed	2026-07-05T11:34:32.020969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f87054c716506b43df87d9c669cde9631ba4fd5169eb8db5b9f33d7205ead3e7

Aliases

arxiv: 2507.07155 · arxiv_version: 2507.07155v1 · doi: 10.48550/arxiv.2507.07155 · pith_short_12: 7BYFJRYWKBVU · pith_short_16: 7BYFJRYWKBVUHX4H · pith_short_8: 7BYFJRYW

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/7BYFJRYWKBVUHX4H3HDGTTPJMM \
  | 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: f87054c716506b43df87d9c669cde9631ba4fd5169eb8db5b9f33d7205ead3e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "197b1af4b369172df1a9403927658966d1cc637d12ade2f7744aa4eb5caf14c9",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2025-07-09T16:46:03Z",
    "title_canon_sha256": "3220c46c1a0ff2f960057fb4cc9ecdc44d4f4ac5ecbcb2ccd920cf5ff4944686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07155",
    "kind": "arxiv",
    "version": 1
  }
}