Pith Number

pith:2TRLZM4R

pith:2025:2TRLZM4RVJI4V2U6RCU7O7TRJA

not attested not anchored not stored refs pending

LLMs are Frequency Pattern Learners in Natural Language Inference

Liang Cheng, Mark Steedman, Zhaowei Wang

arxiv:2505.21011 v1 · 2025-05-27 · 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{2TRLZM4RVJI4V2U6RCU7O7TRJA}

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	2026-07-05T11:10:22.381252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4e2bcb391aa51caea9e88a9f77e71480389a94aa4bfb486e85bf7b44a5a80f4

Aliases

arxiv: 2505.21011 · arxiv_version: 2505.21011v1 · doi: 10.48550/arxiv.2505.21011 · pith_short_12: 2TRLZM4RVJI4 · pith_short_16: 2TRLZM4RVJI4V2U6 · pith_short_8: 2TRLZM4R

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/2TRLZM4RVJI4V2U6RCU7O7TRJA \
  | 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: d4e2bcb391aa51caea9e88a9f77e71480389a94aa4bfb486e85bf7b44a5a80f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fffd324a585711da866cea60efbb1dedf23e53a504464de14b2284d5ce623240",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T10:45:29Z",
    "title_canon_sha256": "c50af4fa4c352c53b7a63f71edc00698ec262aca1b8bfe6d30a13c83a961e210"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21011",
    "kind": "arxiv",
    "version": 1
  }
}