Pith Number

pith:CW7LPWCD

pith:2024:CW7LPWCDV2RQNJ3LTAP3VW5RFR

not attested not anchored not stored refs pending

AstroMLab 2: AstroLLaMA-2-70B Model and Benchmarking Specialised LLMs for Astronomy

Alberto Accomazzi, Hardik Arora, Rui Pan, Tirthankar Ghosal, Tuan Dung Nguyen, Yuan-Sen Ting

arxiv:2409.19750 v1 · 2024-09-29 · astro-ph.IM · 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{CW7LPWCDV2RQNJ3LTAP3VW5RFR}

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

Teaching Astronomy with Large Language Models

Receipt and verification

First computed	2026-07-05T09:13:21.956938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15beb7d843aea306a76b981fbadbb12c50be238bd4e78fccd86b7633edb76f1d

Aliases

arxiv: 2409.19750 · arxiv_version: 2409.19750v1 · doi: 10.48550/arxiv.2409.19750 · pith_short_12: CW7LPWCDV2RQ · pith_short_16: CW7LPWCDV2RQNJ3L · pith_short_8: CW7LPWCD

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/CW7LPWCDV2RQNJ3LTAP3VW5RFR \
  | 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: 15beb7d843aea306a76b981fbadbb12c50be238bd4e78fccd86b7633edb76f1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b608fbfe9a1620cef995e951b3222c37aa771a8674be39d5ea88fd033fbf1da5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2024-09-29T16:02:22Z",
    "title_canon_sha256": "f9f5d8fef5c2e1c499a7c1b6f0c696adfa694982f42ecae6503a3113ce6e55ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19750",
    "kind": "arxiv",
    "version": 1
  }
}