Pith. sign in
Pith Number

pith:4CVALDIM

pith:2022:4CVALDIMKWF7KFNGGP564DE73Q
not attested not anchored not stored refs pending

Can Transformers Reason in Fragments of Natural Language?

Ian Pratt-Hartmann, Kamen V. Pavlov, Viktor Schlegel

arxiv:2211.05417 v1 · 2022-11-10 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4CVALDIMKWF7KFNGGP564DE73Q}

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 2026-07-05T05:15:04.118665Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e0aa058d0c558bf515a633fbee0c9fdc17c11a48cedf0593051381a4cfa2f76d

Aliases

arxiv: 2211.05417 · arxiv_version: 2211.05417v1 · doi: 10.48550/arxiv.2211.05417 · pith_short_12: 4CVALDIMKWF7 · pith_short_16: 4CVALDIMKWF7KFNG · pith_short_8: 4CVALDIM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4CVALDIMKWF7KFNGGP564DE73Q \
  | 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: e0aa058d0c558bf515a633fbee0c9fdc17c11a48cedf0593051381a4cfa2f76d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c6f1fee39c6418dd789b6a5c157765310d8802d7993d26a6f67ea362e963cf8d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-10T08:46:53Z",
    "title_canon_sha256": "dde0757f84dcad8538c49f1d4686455b351fbfbd1d7df66c5195c5ca8faee195"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05417",
    "kind": "arxiv",
    "version": 1
  }
}