Pith Number

pith:VHWI6HUU

pith:2023:VHWI6HUUAKTWJHXHHTMRLXPJVP

not attested not anchored not stored refs pending

Prompting is not a substitute for probability measurements in large language models

Jennifer Hu, Roger Levy

arxiv:2305.13264 v2 · 2023-05-22 · 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{VHWI6HUUAKTWJHXHHTMRLXPJVP}

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

2 papers in Pith

Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning

Human Psychometric Questionnaires Mischaracterize LLM Behavior

Receipt and verification

First computed	2026-07-05T07:03:58.951310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9ec8f1e9402a7649ee73cd915dde9abcf1e221966321fc35589bae21c0eb7e7

Aliases

arxiv: 2305.13264 · arxiv_version: 2305.13264v2 · doi: 10.48550/arxiv.2305.13264 · pith_short_12: VHWI6HUUAKTW · pith_short_16: VHWI6HUUAKTWJHXH · pith_short_8: VHWI6HUU

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/VHWI6HUUAKTWJHXHHTMRLXPJVP \
  | 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: a9ec8f1e9402a7649ee73cd915dde9abcf1e221966321fc35589bae21c0eb7e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9724a1137a8f474075b15145a092cbb295c3ddae2389785792a2237c47f5361",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-22T17:33:17Z",
    "title_canon_sha256": "150bf013349a280e37683433fdca72c7416cabfa2b5b42d933d1b97d64b3b712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13264",
    "kind": "arxiv",
    "version": 2
  }
}