Pith Number

pith:HANDISQI

pith:2024:HANDISQIDOXQ6YLWN2QHW44FT7

not attested not anchored not stored refs pending

Exploring Large Language Models for Climate Forecasting

Hassan A. Karimi, Yang Wang

arxiv:2411.13724 v1 · 2024-11-20 · cs.LG · 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{HANDISQIDOXQ6YLWN2QHW44FT7}

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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

1 paper in Pith

Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference

Receipt and verification

First computed	2026-07-05T09:38:36.344245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

381a344a081baf0f61766ea07b73859fc6ee7425da744b6aed8228914629937a

Aliases

arxiv: 2411.13724 · arxiv_version: 2411.13724v1 · doi: 10.48550/arxiv.2411.13724 · pith_short_12: HANDISQIDOXQ · pith_short_16: HANDISQIDOXQ6YLW · pith_short_8: HANDISQI

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/HANDISQIDOXQ6YLWN2QHW44FT7 \
  | 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: 381a344a081baf0f61766ea07b73859fc6ee7425da744b6aed8228914629937a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6900617319a1d3527796dc3ac7e44f98f187b6970719dfa59c2fcd6d8879c13",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T21:58:19Z",
    "title_canon_sha256": "a3c0c3ce85c513f2155c0db0c3762b0587e1f7a1e8915bf188d67b12245df5ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13724",
    "kind": "arxiv",
    "version": 1
  }
}