Pith Number

pith:Y77XZRWZ

pith:2025:Y77XZRWZ4OFCCL33JBY6VYIVJB

not attested not anchored not stored refs pending

MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science

Changquan Gu, Dawei Zhou, Jianpeng Chen, Jingru Gan, Junkai Zhang, Ling Li, Mingyu Derek Ma, Wei Wang, Xiaoxuan Wang, Yanqiao Zhu, Zian Jia

arxiv:2510.12171 v2 · 2025-10-14 · 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{Y77XZRWZ4OFCCL33JBY6VYIVJB}

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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

3 papers in Pith

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

ThermoQA: A Three-Tier Benchmark for Evaluating Thermodynamic Reasoning in Large Language Models

PolyReal: A Benchmark for Real-World Polymer Science Workflows

Receipt and verification

First computed	2026-06-09T02:07:11.098410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ff7cc6d9e38a212f7b4871eae115486b2c90f5a4c54d52e041c2f460b38f55

Aliases

arxiv: 2510.12171 · arxiv_version: 2510.12171v2 · doi: 10.48550/arxiv.2510.12171 · pith_short_12: Y77XZRWZ4OFC · pith_short_16: Y77XZRWZ4OFCCL33 · pith_short_8: Y77XZRWZ

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/Y77XZRWZ4OFCCL33JBY6VYIVJB \
  | 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: c7ff7cc6d9e38a212f7b4871eae115486b2c90f5a4c54d52e041c2f460b38f55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d3eebc7ac4dc62978241d6e00605f6b05a5e38ca3625651c2a19d3a0669dae5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-14T05:59:40Z",
    "title_canon_sha256": "537871390a0251b3e1f898f250c6d70d503cab07815dde5a92c04ac56b90e04d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.12171",
    "kind": "arxiv",
    "version": 2
  }
}