Pith Number

pith:AWYSIBEZ

pith:2026:AWYSIBEZ7VJ5K2T4Q2Z2ZLRSWK

not attested not anchored not stored refs pending

Vision-Language Model Ensembles Achieve Human-Expert Accuracy for Galaxy Merger Classification

Colin Norman, Elias Stengel-Eskin, Marco Chiaberge, Massimo Stiavelli

arxiv:2606.00415 v1 · 2026-05-29 · astro-ph.GA · 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{AWYSIBEZ7VJ5K2T4Q2Z2ZLRSWK}

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

Do Vision-Language Models See Dwarf Galaxies the Way We Do?

Receipt and verification

First computed	2026-06-02T01:03:53.961353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05b1240499fd53d56a7c86b3acae32b295cb3fa128f01171370c6753854f9d14

Aliases

arxiv: 2606.00415 · arxiv_version: 2606.00415v1 · doi: 10.48550/arxiv.2606.00415 · pith_short_12: AWYSIBEZ7VJ5 · pith_short_16: AWYSIBEZ7VJ5K2T4 · pith_short_8: AWYSIBEZ

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/AWYSIBEZ7VJ5K2T4Q2Z2ZLRSWK \
  | 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: 05b1240499fd53d56a7c86b3acae32b295cb3fa128f01171370c6753854f9d14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a69ed3680e092015782487e84f7aed51ed3cb43f87511753b859b9e6347ee50",
    "cross_cats_sorted": [
      "astro-ph.IM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2026-05-29T23:09:15Z",
    "title_canon_sha256": "e04fa0a436a07108639a09df6542dce9dc58bdcd0e422a2b7c3cc044e3bdc420"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00415",
    "kind": "arxiv",
    "version": 1
  }
}