Pith Number

pith:ENHDF4S4

pith:2023:ENHDF4S4DQOUNPE6RGQEABYPKE

not attested not anchored not stored refs pending

Large Language Models can Learn Rules

Dale Schuurmans, Denny Zhou, Hanjun Dai, Jian Tang, Xinyun Chen, Yuan Xue, Zhaocheng Zhu

arxiv:2310.07064 v3 · 2023-10-10 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENHDF4S4DQOUNPE6RGQEABYPKE}

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

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers

Large Language Model-Brained GUI Agents: A Survey

Receipt and verification

First computed	2026-07-05T09:52:08.605261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

234e32f25c1c1d46bc9e89a040070f513c1364bfb1188a665dbda75a0fba3feb

Aliases

arxiv: 2310.07064 · arxiv_version: 2310.07064v3 · doi: 10.48550/arxiv.2310.07064 · pith_short_12: ENHDF4S4DQOU · pith_short_16: ENHDF4S4DQOUNPE6 · pith_short_8: ENHDF4S4

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/ENHDF4S4DQOUNPE6RGQEABYPKE \
  | 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: 234e32f25c1c1d46bc9e89a040070f513c1364bfb1188a665dbda75a0fba3feb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a76e05b478875b1e9881d89c150d2720db652cc037b26e049231668d81568316",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-10T23:07:01Z",
    "title_canon_sha256": "ec3b66dca4bbfdb4093ac80ed8ecc7187d10af5ebdc4f358b2e30baa8710a91a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07064",
    "kind": "arxiv",
    "version": 3
  }
}