Pith Number

pith:JVNK3SCO

pith:2023:JVNK3SCOID7WGSG4L7FLBU5WH7

not attested not anchored not stored refs pending

Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding

Bram M.A. van Dijk, Marco R. Spruit, Max J. van Duijn, Tom Kouwenhoven

arxiv:2310.19671 v2 · 2023-10-30 · 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{JVNK3SCOID7WGSG4L7FLBU5WH7}

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	2026-07-05T07:07:19.434954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d5aadc84e40ff6348dc5fcab0d3b63ffdf6a26b9f129bdd2deb5c7919278e7e

Aliases

arxiv: 2310.19671 · arxiv_version: 2310.19671v2 · doi: 10.48550/arxiv.2310.19671 · pith_short_12: JVNK3SCOID7W · pith_short_16: JVNK3SCOID7WGSG4 · pith_short_8: JVNK3SCO

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/JVNK3SCOID7WGSG4L7FLBU5WH7 \
  | 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: 4d5aadc84e40ff6348dc5fcab0d3b63ffdf6a26b9f129bdd2deb5c7919278e7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c4cddc75b5a32fa8e46f9608058988edeb13e9f33712b370d5f472b3971cb21",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T15:51:04Z",
    "title_canon_sha256": "d8b2d8d993503e0236655d9e47b3f1f94c3d3929bfe27964e70fa8a7825742a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19671",
    "kind": "arxiv",
    "version": 2
  }
}