Pith Number

pith:3SLUUZKN

pith:2021:3SLUUZKN6GFBNHSMRVD42TOYSQ

not attested not anchored not stored refs pending

Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality

Adithya V Ganesan, Aravind Reddy Ravula, H. Andrew Schwartz, Huy Vu, Matthew Matero

arxiv:2105.03484 v1 · 2021-05-07 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3SLUUZKN6GFBNHSMRVD42TOYSQ}

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	2026-07-05T06:16:34.501195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc974a654df18a169e4c8d47cd4dd894047ddcc4cd3117a654fb37cf36c2073e

Aliases

arxiv: 2105.03484 · arxiv_version: 2105.03484v1 · doi: 10.48550/arxiv.2105.03484 · pith_short_12: 3SLUUZKN6GFB · pith_short_16: 3SLUUZKN6GFBNHSM · pith_short_8: 3SLUUZKN

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/3SLUUZKN6GFBNHSMRVD42TOYSQ \
  | 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: dc974a654df18a169e4c8d47cd4dd894047ddcc4cd3117a654fb37cf36c2073e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d86509263ebba250ada6b55f4b636249a3843298f9281ae81ebd8b072a986675",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-07T20:06:24Z",
    "title_canon_sha256": "df79ce92d94301ff976bc6296fb3839244a0a20c382ed83bffd9223cc8d696be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.03484",
    "kind": "arxiv",
    "version": 1
  }
}