Pith Number

pith:PUPDHDHA

pith:2024:PUPDHDHAFJNNMUE7ADDXYX7LLI

not attested not anchored not stored refs pending

Are Large Language Models Good Statisticians?

Boyan Li, Nan Tang, Shiyin Du, Yizhang Zhu, Yuyu Luo

arxiv:2406.07815 v2 · 2024-06-12 · 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{PUPDHDHAFJNNMUE7ADDXYX7LLI}

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

VESTA: Visual Exploration with Statistical Tool Agents

Receipt and verification

First computed	2026-07-05T09:18:27.081215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d1e338ce02a5ad6509f00c77c5feb5a279cc76dcbb45711d4f1b73055bea7f4

Aliases

arxiv: 2406.07815 · arxiv_version: 2406.07815v2 · doi: 10.48550/arxiv.2406.07815 · pith_short_12: PUPDHDHAFJNN · pith_short_16: PUPDHDHAFJNNMUE7 · pith_short_8: PUPDHDHA

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/PUPDHDHAFJNNMUE7ADDXYX7LLI \
  | 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: 7d1e338ce02a5ad6509f00c77c5feb5a279cc76dcbb45711d4f1b73055bea7f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb5d600859fa9ea8e7dcf477dbd7c2a692575166deb52b52a7d7da398650b735",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-12T02:23:51Z",
    "title_canon_sha256": "ad03e16a86c8ff6666960baddf67636bc27041c14b5f6e073f72c5edd63fc6b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07815",
    "kind": "arxiv",
    "version": 2
  }
}