Pith Number

pith:AQWYLLMS

pith:2024:AQWYLLMSBJZSWZ4D2YWTTPBRDI

not attested not anchored not stored refs pending

The structure of the token space for large language models

Michael Robinson, Shauna Sweet, Sourya Dey

arxiv:2410.08993 v1 · 2024-10-11 · math.DG · 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{AQWYLLMSBJZSWZ4D2YWTTPBRDI}

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

1 paper in Pith

A Type Theory of Sense: Witnessed Choice in Stratified Semantic Spaces

Receipt and verification

First computed	2026-07-05T09:19:20.432514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

042d85ad920a732b6783d62d39bc311a25f2d089c162de888da22c1b02ba2356

Aliases

arxiv: 2410.08993 · arxiv_version: 2410.08993v1 · doi: 10.48550/arxiv.2410.08993 · pith_short_12: AQWYLLMSBJZS · pith_short_16: AQWYLLMSBJZSWZ4D · pith_short_8: AQWYLLMS

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/AQWYLLMSBJZSWZ4D2YWTTPBRDI \
  | 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: 042d85ad920a732b6783d62d39bc311a25f2d089c162de888da22c1b02ba2356

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68e1b1ecd1e5788016ae5f86728d9a849967f54c44dcc28300288a490a216ee0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.DG",
    "submitted_at": "2024-10-11T17:07:15Z",
    "title_canon_sha256": "c8a71b36553665a1554cc9f7e31a640b95113fd49211e94649c1ed4ebca0c89d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08993",
    "kind": "arxiv",
    "version": 1
  }
}