Pith Number

pith:CY4QRXCX

pith:2022:CY4QRXCXBIFD44N73HW772CNEB

not attested not anchored not stored refs pending

Language Models of Code are Few-Shot Commonsense Learners

Aman Madaan, Graham Neubig, Shuyan Zhou, Uri Alon, Yiming Yang

arxiv:2210.07128 v3 · 2022-10-13 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CY4QRXCXBIFD44N73HW772CNEB}

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

3 papers in Pith

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks

ViperGPT: Visual Inference via Python Execution for Reasoning

PAL: Program-aided Language Models

Receipt and verification

First computed	2026-07-05T05:22:57.488063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

163908dc570a0a3e71bfd9edffe84d2060072d06821847eaa4ea51d8e735bb73

Aliases

arxiv: 2210.07128 · arxiv_version: 2210.07128v3 · doi: 10.48550/arxiv.2210.07128 · pith_short_12: CY4QRXCXBIFD · pith_short_16: CY4QRXCXBIFD44N7 · pith_short_8: CY4QRXCX

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/CY4QRXCXBIFD44N73HW772CNEB \
  | 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: 163908dc570a0a3e71bfd9edffe84d2060072d06821847eaa4ea51d8e735bb73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44837ffd873686f8e3f2ddaf2c520669f6053266ed311fd4a54d0bafcf5fc9b4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-13T16:09:36Z",
    "title_canon_sha256": "17f9e4aab8314b4d59fc8ab503ec8815a879cd9cea0340fc5937ba0aea64805a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07128",
    "kind": "arxiv",
    "version": 3
  }
}