Pith Number

pith:SPZUJ2SJ

pith:2019:SPZUJ2SJRIIQGDLEVXUOTVMLA6

not attested not anchored not stored refs pending

Green AI

Jesse Dodge, Noah A. Smith, Oren Etzioni, Roy Schwartz

arxiv:1907.10597 v3 · 2019-07-22 · cs.CY · cs.CL · cs.CV · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPZUJ2SJRIIQGDLEVXUOTVMLA6}

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

7 papers in Pith

Provably Reduced Sample Cost in Prior-Guided Hyperparameter Optimization

Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis

Quantifying the Carbon Emissions of Machine Learning

The Hidden Cost of Thinking: Energy Use and Environmental Impact of LMs Beyond Pretraining

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Receipt and verification

First computed	2026-07-04T23:55:56.790255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93f344ea498a11030d64ade8e9d58b0780403f1cc4490d506407cec357a08efc

Aliases

arxiv: 1907.10597 · arxiv_version: 1907.10597v3 · doi: 10.48550/arxiv.1907.10597 · pith_short_12: SPZUJ2SJRIIQ · pith_short_16: SPZUJ2SJRIIQGDLE · pith_short_8: SPZUJ2SJ

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/SPZUJ2SJRIIQGDLEVXUOTVMLA6 \
  | 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: 93f344ea498a11030d64ade8e9d58b0780403f1cc4490d506407cec357a08efc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e09c08b4421728bbc7735a3a5ebe7f3680e01908c8e1aa7d7e89a41def990c46",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2019-07-22T19:36:18Z",
    "title_canon_sha256": "8d146bf82449998d697f18e19cf88b1ae97b52a5a93da9562f4faaa24e6b2f19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10597",
    "kind": "arxiv",
    "version": 3
  }
}