Pith Number

pith:SLLFXGKG

pith:2022:SLLFXGKGQZTJWVPK5VXYBNVVRX

not attested not anchored not stored refs pending

Exploring Length Generalization in Large Language Models

Aitor Lewkowycz, Ambrose Slone, Anders Andreassen, Behnam Neyshabur, Cem Anil, Ethan Dyer, Guy Gur-Ari, Vedant Misra, Vinay Ramasesh, Yuhuai Wu

arxiv:2207.04901 v2 · 2022-07-11 · 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{SLLFXGKGQZTJWVPK5VXYBNVVRX}

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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 Verifiable Search Is Not a Learnable Chain-of-Thought

Massive Activations in Large Language Models

On the Emergence of Syntax by Means of Local Interaction

Receipt and verification

First computed	2026-07-05T05:15:41.324372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92d65b994686669b55eaed6f80b6b58dfd04b5776b71e85f3afe9702c4fbc00f

Aliases

arxiv: 2207.04901 · arxiv_version: 2207.04901v2 · doi: 10.48550/arxiv.2207.04901 · pith_short_12: SLLFXGKGQZTJ · pith_short_16: SLLFXGKGQZTJWVPK · pith_short_8: SLLFXGKG

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/SLLFXGKGQZTJWVPK5VXYBNVVRX \
  | 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: 92d65b994686669b55eaed6f80b6b58dfd04b5776b71e85f3afe9702c4fbc00f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acd0bbaf20a212d7e4b83e5f6938a2b3dcb9a9e66e74ff2f55035865ddd7ad6f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-07-11T14:24:38Z",
    "title_canon_sha256": "6c454d25563b22ac0a4ff88bf15560730dc7fb25d19221846ab5b4c2d87f1dd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.04901",
    "kind": "arxiv",
    "version": 2
  }
}