Pith Number

pith:ICF3QNOF

pith:2024:ICF3QNOFDSESFI557RLU7AWM2I

not attested not anchored not stored refs pending

ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models

Duncan Watson-Parris, Leon Bergen, Rose Yu, Spencer Ho, Srikar Eranky, Taylor Berg-Kirkpatrick, Veeramakali Vignesh Manivannan, Yasaman Jafari, Yian Ma

arxiv:2410.16701 v2 · 2024-10-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICF3QNOFDSESFI557RLU7AWM2I}

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

7 papers in Pith

Earth Science Foundation Models: From Perception to Reasoning and Discovery

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

OpenCompass: A Universal Evaluation Platform for Large Language Models

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning

Receipt and verification

First computed	2026-07-05T10:27:17.810393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

408bb835c51c8922a3bdfc574f82ccd20ec80d11bb1e11a0d5ebd23872f0aa95

Aliases

arxiv: 2410.16701 · arxiv_version: 2410.16701v2 · doi: 10.48550/arxiv.2410.16701 · pith_short_12: ICF3QNOFDSES · pith_short_16: ICF3QNOFDSESFI55 · pith_short_8: ICF3QNOF

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/ICF3QNOFDSESFI557RLU7AWM2I \
  | 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: 408bb835c51c8922a3bdfc574f82ccd20ec80d11bb1e11a0d5ebd23872f0aa95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1464d800e41730e7824f5acc5ec670eb6f3d5dbf213bd051b7f6876597883a26",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-22T05:12:19Z",
    "title_canon_sha256": "226104491eff6472f0dfeaa63b3b759b0a930351691d4ae18aca2f440f6ab7a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16701",
    "kind": "arxiv",
    "version": 2
  }
}