Pith Number

pith:XATRLBDQ

pith:2019:XATRLBDQWZMTODMJTGTJFBBSNS

not attested not anchored not stored refs pending

Energy and Policy Considerations for Deep Learning in NLP

Ananya Ganesh, Andrew McCallum, Emma Strubell

arxiv:1906.02243 v1 · 2019-06-05 · 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{XATRLBDQWZMTODMJTGTJFBBSNS}

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

35 papers in Pith

Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA

The Cognitive Kardashev Scale: Quantifying the Material Envelope of Civilisational Computation

Convolutional Dictionary Learning in Hierarchical Networks

Deduplicating Training Data Makes Language Models Better

GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Receipt and verification

First computed	2026-05-17T23:44:01.818706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b827158470b659370d8999a69284326ca055d4ceddd58494eb8e1839c3971492

Aliases

arxiv: 1906.02243 · arxiv_version: 1906.02243v1 · doi: 10.48550/arxiv.1906.02243 · pith_short_12: XATRLBDQWZMT · pith_short_16: XATRLBDQWZMTODMJ · pith_short_8: XATRLBDQ

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/XATRLBDQWZMTODMJTGTJFBBSNS \
  | 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: b827158470b659370d8999a69284326ca055d4ceddd58494eb8e1839c3971492

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ef7bd73dee869330d10988ea99a61da22d2f76633397b299d0705b8adcd7386",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-06-05T18:40:53Z",
    "title_canon_sha256": "121654b00bdbd9836c23ff373bfbbd3b39c3c299ebab73d769a6cab5aa5224cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02243",
    "kind": "arxiv",
    "version": 1
  }
}