Pith Number

pith:Z4AHT6JA

pith:2023:Z4AHT6JA73PCS46HUVTGNQWGLY

not attested not anchored not stored refs pending

ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?

Eddie Dilworth, Kerrie Wu, Romain Lacombe

arxiv:2311.17107 v1 · 2023-11-28 · cs.LG · cs.AI · cs.CL · cs.CY · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4AHT6JA73PCS46HUVTGNQWGLY}

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

Enhancing LLMs for Governance with Human Oversight: Evaluating and Aligning LLMs on Expert Classification of Climate Misinformation for Detecting False or Misleading Claims about Climate Change

Receipt and verification

First computed	2026-07-05T07:17:57.568857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf0079f920fede2973c7a56666c2c65e2203c7b04ce1b0758e51c345e0b69899

Aliases

arxiv: 2311.17107 · arxiv_version: 2311.17107v1 · doi: 10.48550/arxiv.2311.17107 · pith_short_12: Z4AHT6JA73PC · pith_short_16: Z4AHT6JA73PCS46H · pith_short_8: Z4AHT6JA

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/Z4AHT6JA73PCS46HUVTGNQWGLY \
  | 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: cf0079f920fede2973c7a56666c2c65e2203c7b04ce1b0758e51c345e0b69899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64cca5d188c6667420fb828b4b412e8bd7ee3158a2977708b2f50750a728494c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-28T10:26:57Z",
    "title_canon_sha256": "5b7f6b3bc65d8d5dfe495ea1d37b297d5d244d212a5fa501ae95447c02cd026e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17107",
    "kind": "arxiv",
    "version": 1
  }
}