Pith Number

pith:WQXFTNPY

pith:2024:WQXFTNPYPE7N7LNUD446RA6ANJ

not attested not anchored not stored refs pending

"Understanding AI": Semantic Grounding in Large Language Models

Holger Lyre

arxiv:2402.10992 v1 · 2024-02-16 · 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{WQXFTNPYPE7N7LNUD446RA6ANJ}

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

2 papers in Pith

Words as Difference Makers: How Large Language Models Determine Causal Structure in Text

Neuroscience-Inspired Analyses of Visual Interestingness in Multimodal Transformers

Receipt and verification

First computed	2026-07-05T07:46:03.221520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b42e59b5f8793edfadb41f39e883c06a40f4972f00eff7ef8e7ba0021bed31db

Aliases

arxiv: 2402.10992 · arxiv_version: 2402.10992v1 · doi: 10.48550/arxiv.2402.10992 · pith_short_12: WQXFTNPYPE7N · pith_short_16: WQXFTNPYPE7N7LNU · pith_short_8: WQXFTNPY

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/WQXFTNPYPE7N7LNUD446RA6ANJ \
  | 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: b42e59b5f8793edfadb41f39e883c06a40f4972f00eff7ef8e7ba0021bed31db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40c86819c80336d91a69fa58ee211aa56b1e48373885d95386e411e3cc6de6ed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T14:23:55Z",
    "title_canon_sha256": "103f7fcf5eb4623489f66eba3ec2a758637ad1e2cd25f6491e84b75bb45b95fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10992",
    "kind": "arxiv",
    "version": 1
  }
}