Pith Number

pith:H364XADW

pith:2023:H364XADWCAYDBLXCCD3HQH6KBK

not attested not anchored not stored refs pending

Goal Driven Discovery of Distributional Differences via Language Descriptions

Dan Klein, Jacob Steinhardt, Jinwoo Ahn, Peter Zhang, Ruiqi Zhong, Steve Li

arxiv:2302.14233 v2 · 2023-02-28 · cs.CL · cs.AI · 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{H364XADWCAYDBLXCCD3HQH6KBK}

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

A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Receipt and verification

First computed	2026-07-05T07:04:45.432238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3efdcb8076103030aee210f6781fca0a811a98eddd08dbb68e83954cc25011f7

Aliases

arxiv: 2302.14233 · arxiv_version: 2302.14233v2 · doi: 10.48550/arxiv.2302.14233 · pith_short_12: H364XADWCAYD · pith_short_16: H364XADWCAYDBLXC · pith_short_8: H364XADW

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/H364XADWCAYDBLXCCD3HQH6KBK \
  | 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: 3efdcb8076103030aee210f6781fca0a811a98eddd08dbb68e83954cc25011f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4903193eb5e0cf80911b17167d8c82df866a63c1d9cd36e612c9af0df212987f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-28T01:32:32Z",
    "title_canon_sha256": "496620dcfd66a9f37077b4dc5008bab24740653b5f11b6808a316a1fedc59841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14233",
    "kind": "arxiv",
    "version": 2
  }
}