Pith Number

pith:MOFFDPMC

pith:2024:MOFFDPMCG6ZOHIRB2MRAJSOIEK

not attested not anchored not stored refs pending

AstroMLab 3: Achieving GPT-4o Level Performance in Astronomy with a Specialized 8B-Parameter Large Language Model

Alberto Accomazzi, Azton Wells, Nesar Ramachandra, Rui Pan, Tijmen de Haan, Tirthankar Ghosal, Tuan Dung Nguyen, Yuan-Sen Ting, Zechang Sun

arxiv:2411.09012 v3 · 2024-11-13 · astro-ph.IM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MOFFDPMCG6ZOHIRB2MRAJSOIEK}

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

Multi-Agent System for Cosmological Parameter Analysis

Receipt and verification

First computed	2026-07-05T10:52:38.399650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

638a51bd8237b2e3a221d32204c9c822a2284563dc04783cb9bd1dadefdb19af

Aliases

arxiv: 2411.09012 · arxiv_version: 2411.09012v3 · doi: 10.48550/arxiv.2411.09012 · pith_short_12: MOFFDPMCG6ZO · pith_short_16: MOFFDPMCG6ZOHIRB · pith_short_8: MOFFDPMC

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/MOFFDPMCG6ZOHIRB2MRAJSOIEK \
  | 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: 638a51bd8237b2e3a221d32204c9c822a2284563dc04783cb9bd1dadefdb19af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5ee42856fad9e3766542c29cc553d8b72f8bc23fcf66e37cf741dfd2a4d121c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2024-11-13T20:36:02Z",
    "title_canon_sha256": "d29ba6cbb9d6576aeb6172b2c66a5fc62c464c0da82ede34eef4cac69fecdc2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09012",
    "kind": "arxiv",
    "version": 3
  }
}