Pith Number

pith:3IOIWB5F

pith:2025:3IOIWB5FF5QEV4HRZFXCJIYK36

not attested not anchored not stored refs pending

Large Language Models for Predictive Analysis: How Far Are They?

Qin Chen, Xiaojun Ma, Yuanyi Ren, Yuyang Shi

arxiv:2505.17149 v1 · 2025-05-22 · 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{3IOIWB5FF5QEV4HRZFXCJIYK36}

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

SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection

Receipt and verification

First computed	2026-07-05T11:07:47.859139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1c8b07a52f604af0f1c96e24a30adf858edd5443c5fbde941e57005d7ef57f

Aliases

arxiv: 2505.17149 · arxiv_version: 2505.17149v1 · doi: 10.48550/arxiv.2505.17149 · pith_short_12: 3IOIWB5FF5QE · pith_short_16: 3IOIWB5FF5QEV4HR · pith_short_8: 3IOIWB5F

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/3IOIWB5FF5QEV4HRZFXCJIYK36 \
  | 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: da1c8b07a52f604af0f1c96e24a30adf858edd5443c5fbde941e57005d7ef57f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "842f4f056ba4816bbadb956561ba866addd4a684ed567c9a1143bd9d8d7675ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-22T09:02:15Z",
    "title_canon_sha256": "110f0acec6ffecffbf5f1e3e660d8e3d003ee8b818d53b1c9bb9ec0ea988d754"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17149",
    "kind": "arxiv",
    "version": 1
  }
}