Pith Number

pith:3IF72MYC

pith:2025:3IF72MYCKQDR24T42M7AUL5SKA

not attested not anchored not stored refs pending

Attention-based Neural Network Emulators for Multi-Probe Data Vectors Part III: Modeling The Next Generation Surveys

Amritpal Nijjar, Artemis Sofia Giannakopoulou, Elisabeth Krause, Evan Saraivanov, Joshua A. Kable, Marco Bonici, Tim Eifler, Vivian Miranda, Yijie Zhu

arxiv:2505.22574 v2 · 2025-05-28 · astro-ph.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3IF72MYCKQDR24T42M7AUL5SKA}

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	2026-07-05T11:42:29.893093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da0bfd330254071d727cd33e0a2fb250373ce04cefa2da5c7c175a4dd91b5389

Aliases

arxiv: 2505.22574 · arxiv_version: 2505.22574v2 · doi: 10.48550/arxiv.2505.22574 · pith_short_12: 3IF72MYCKQDR · pith_short_16: 3IF72MYCKQDR24T4 · pith_short_8: 3IF72MYC

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/3IF72MYCKQDR24T42M7AUL5SKA \
  | 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: da0bfd330254071d727cd33e0a2fb250373ce04cefa2da5c7c175a4dd91b5389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49de6c2f32b86c9fc8953993c970efa0fdffe85a07857f529e6399ec506a305d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2025-05-28T16:47:02Z",
    "title_canon_sha256": "b82f9a9c55f314e48a939c6cf7d4c161766aa40381a9130385ff9647f2e5ddd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22574",
    "kind": "arxiv",
    "version": 2
  }
}