Pith Number

pith:KKVVONAX

pith:2025:KKVVONAXNPNH2FR6KXWG4RT34H

not attested not anchored not stored refs pending

On the Semantics of Large Language Models

Martin Schuele

arxiv:2507.05448 v1 · 2025-07-07 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKVVONAXNPNH2FR6KXWG4RT34H}

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	2026-07-05T11:33:30.639185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52ab5734176bda7d163e55ec6e467be1f6b3eb1b48f5c370c0164ea8821c5b2d

Aliases

arxiv: 2507.05448 · arxiv_version: 2507.05448v1 · doi: 10.48550/arxiv.2507.05448 · pith_short_12: KKVVONAXNPNH · pith_short_16: KKVVONAXNPNH2FR6 · pith_short_8: KKVVONAX

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/KKVVONAXNPNH2FR6KXWG4RT34H \
  | 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: 52ab5734176bda7d163e55ec6e467be1f6b3eb1b48f5c370c0164ea8821c5b2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60cfffce5e565d90c0fd22e1c3664bf1aef01687194e1b1fbbec9f1f1f12fa92",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-07T20:02:57Z",
    "title_canon_sha256": "91f4006836d0958820903523203377aec094fea4769483f5f83dbee91cba057c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05448",
    "kind": "arxiv",
    "version": 1
  }
}