Pith Number

pith:SSMDUPPU

pith:2025:SSMDUPPUUIGPSZQZBFGW6WMNQS

not attested not anchored not stored refs pending

Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning

Haohang Li, Nikhil Muralidhar, Shashidhar Reddy Javaji, Yangyang Yu, Yupeng Cao, Zining Zhu

arxiv:2506.08235 v1 · 2025-06-09 · 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{SSMDUPPUUIGPSZQZBFGW6WMNQS}

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

ResearchLoop: An Evidence-Gated Control Plane for AI-Assisted Research

Receipt and verification

First computed	2026-07-05T11:18:46.700135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94983a3df4a20cf96619094d6f598d84bea4d17b99f7bcc6d9951d27503efe12

Aliases

arxiv: 2506.08235 · arxiv_version: 2506.08235v1 · doi: 10.48550/arxiv.2506.08235 · pith_short_12: SSMDUPPUUIGP · pith_short_16: SSMDUPPUUIGPSZQZ · pith_short_8: SSMDUPPU

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/SSMDUPPUUIGPSZQZBFGW6WMNQS \
  | 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: 94983a3df4a20cf96619094d6f598d84bea4d17b99f7bcc6d9951d27503efe12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8facf02a0689562081b749965a2f6aa96d361244e0e5311530b2781f6c6fd5a9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-09T21:04:39Z",
    "title_canon_sha256": "d9f5577fa9c372db8ff70ed3735c21370dc6a963aa1fe6323d0a0c63ce21c567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08235",
    "kind": "arxiv",
    "version": 1
  }
}