Pith Number

pith:UJCY3SCO

pith:2024:UJCY3SCO4DJTVQGJ2COM6SIV26

not attested not anchored not stored refs pending

ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study

ChengXiang Zhai, Eric Modesitt, Ke Yang, Spencer Hulsey, Volodymyr Kindratenko

arxiv:2412.14436 v1 · 2024-12-19 · cs.CL · 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{UJCY3SCO4DJTVQGJ2COM6SIV26}

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.

Receipt and verification

First computed	2026-07-05T09:51:47.103155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2458dc84ee0d33ac0c9d09ccf4915d78c4555ab539f5f7399351f570351085b

Aliases

arxiv: 2412.14436 · arxiv_version: 2412.14436v1 · doi: 10.48550/arxiv.2412.14436 · pith_short_12: UJCY3SCO4DJT · pith_short_16: UJCY3SCO4DJTVQGJ · pith_short_8: UJCY3SCO

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/UJCY3SCO4DJTVQGJ2COM6SIV26 \
  | 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: a2458dc84ee0d33ac0c9d09ccf4915d78c4555ab539f5f7399351f570351085b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12c7e8f451aa767bbad4e46fc78411b62b5df7a8ec7c300401a1646383509058",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T01:35:47Z",
    "title_canon_sha256": "d03ad83509ccc3f9612d6d282122f8d2953b4e6830df581c719b243682eb54ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14436",
    "kind": "arxiv",
    "version": 1
  }
}