Pith Number

pith:7YTGQZZZ

pith:2024:7YTGQZZZLBIXKBVH7ZRGHTS3XE

not attested not anchored not stored refs pending

From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks

Danielle J. Williams, Jacob Russin, Sam Whitman McGrath

arxiv:2405.15164 v2 · 2024-05-24 · cs.NE · cs.AI · 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{7YTGQZZZLBIXKBVH7ZRGHTS3XE}

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

How Do Language Models Compose Functions?

Receipt and verification

First computed	2026-07-05T12:05:08.783992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe2668673958517506a7fe6263ce5bb90b13672a0388f4b8de859d1e46f55c95

Aliases

arxiv: 2405.15164 · arxiv_version: 2405.15164v2 · doi: 10.48550/arxiv.2405.15164 · pith_short_12: 7YTGQZZZLBIX · pith_short_16: 7YTGQZZZLBIXKBVH · pith_short_8: 7YTGQZZZ

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/7YTGQZZZLBIXKBVH7ZRGHTS3XE \
  | 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: fe2668673958517506a7fe6263ce5bb90b13672a0388f4b8de859d1e46f55c95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9456211fa150afa885b1e1f45959df2a04681a66fedfcb4dfb7c175470511e6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-05-24T02:36:07Z",
    "title_canon_sha256": "8e2b0810217dab9bacb7efeacf44dbda56d5073461e32fb4bc5726c2026b5003"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15164",
    "kind": "arxiv",
    "version": 2
  }
}