Pith Number

pith:AV2MI7A4

pith:2025:AV2MI7A4JOUGHK7EF3JEUP7DNR

not attested not anchored not stored refs pending

EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants

Angel Yanguas-Gil, Avinash Maurya, Azton Wells, Bhavya Kailkhura, Bogdan Nicolae, Bo Li, Chenhui Zhang, Eliu Huerta, Evan Antoniuk, Franck Cappello, Ian Foster, Josh Nguyen, Marieme Ngom, Minyang Tian, M. Mustafa Rafique, Murat Keceli, Neil Getty, Nesar Ramachandra, Nicholas Lee-Ping Chia, Rick Stevens, Robert Underwood, Sandeep Madireddy, Tanwi Mallick, Yuan-Sen Ting, Yufeng Du, Zilinghan Li

arxiv:2502.20309 v1 · 2025-02-27 · 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{AV2MI7A4JOUGHK7EF3JEUP7DNR}

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

Auto-FL-Research: Agentic Search for Federated Learning Algorithms

Receipt and verification

First computed	2026-07-05T10:21:12.778602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0574c47c1c4ba863abe42ed24a3fe36c5af44e6de4bd529ac1dfa4c5002c932f

Aliases

arxiv: 2502.20309 · arxiv_version: 2502.20309v1 · doi: 10.48550/arxiv.2502.20309 · pith_short_12: AV2MI7A4JOUG · pith_short_16: AV2MI7A4JOUGHK7E · pith_short_8: AV2MI7A4

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/AV2MI7A4JOUGHK7EF3JEUP7DNR \
  | 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: 0574c47c1c4ba863abe42ed24a3fe36c5af44e6de4bd529ac1dfa4c5002c932f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d320949b5a4a4b3b1ddc77796665eeb95c90825e1843f657c2fcf34610144a4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-27T17:35:57Z",
    "title_canon_sha256": "9a9ae7abb21c1eee1ec844c4f4493b3a2489a12fe88cfca6d1cb24b1f2cc7ccb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20309",
    "kind": "arxiv",
    "version": 1
  }
}