Pith Number

pith:ENEWG7PB

pith:2025:ENEWG7PBRJSUP3O2N6CWKDLO3S

not attested not anchored not stored refs pending

The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage

Byung-Doh Oh, Hongao Zhu, William Schuler

arxiv:2506.01172 v1 · 2025-06-01 · 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{ENEWG7PBRJSUP3O2N6CWKDLO3S}

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.

Receipt and verification

First computed	2026-07-05T11:13:47.655640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2349637de18a6547edda6f85650d6edc87ffa208d2388549ca0278812a097887

Aliases

arxiv: 2506.01172 · arxiv_version: 2506.01172v1 · doi: 10.48550/arxiv.2506.01172 · pith_short_12: ENEWG7PBRJSU · pith_short_16: ENEWG7PBRJSUP3O2 · pith_short_8: ENEWG7PB

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/ENEWG7PBRJSUP3O2N6CWKDLO3S \
  | 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: 2349637de18a6547edda6f85650d6edc87ffa208d2388549ca0278812a097887

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d56f62c957a98cab130a1ac3dcdb22e1af63ba84c7939ca516fe94dfa9213dc5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-01T21:12:36Z",
    "title_canon_sha256": "ce89c98b8332998be3c8c5a9e056d3161610a9fab0a3996e0c51509aeab40630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01172",
    "kind": "arxiv",
    "version": 1
  }
}