Pith. sign in
Pith Number

pith:FT4DC4AZ

pith:2025:FT4DC4AZBRYLCVWEUYKWZRT2VU
not attested not anchored not stored refs pending

Are Large Language Models the future crowd workers of Linguistics?

Iris Ferrazzo

arxiv:2502.10266 v1 · 2025-02-14 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FT4DC4AZBRYLCVWEUYKWZRT2VU}

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 2026-07-05T10:14:30.769260Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2cf83170190c70b156c4a6156cc67aad2af5a3eb5ad125853272a4e6cd4fc7aa

Aliases

arxiv: 2502.10266 · arxiv_version: 2502.10266v1 · doi: 10.48550/arxiv.2502.10266 · pith_short_12: FT4DC4AZBRYL · pith_short_16: FT4DC4AZBRYLCVWE · pith_short_8: FT4DC4AZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FT4DC4AZBRYLCVWEUYKWZRT2VU \
  | 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: 2cf83170190c70b156c4a6156cc67aad2af5a3eb5ad125853272a4e6cd4fc7aa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e03fc5260f05856b9881831f541d78e5f5b964f11c3407ce3189ef46fc0d4a3d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-14T16:23:39Z",
    "title_canon_sha256": "73c990a9e76448d1a532401a8152f6fc175a6227c1ad3d997fd3f351b6f40cba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10266",
    "kind": "arxiv",
    "version": 1
  }
}