Pith Number

pith:EZAYLCV4

pith:2023:EZAYLCV4OSYJDX2QYQOLSR23YJ

not attested not anchored not stored refs pending

Agile Modeling: From Concept to Classifier in Minutes

Aditya Avinash, Andrew Bunner, Ariel Fuxman, Chun-Ta Lu, Edward Vendrow, Enming Luo, Gabriel Berger, Giulia DeSalvo, Javier A Rey, Kenji Hata, Krishnamurthy Viswanathan, MohammadHossein Bateni, Neil Gordon Alldrin, Otilia Stretcu, Ranjay Krishna, Sasan Tavakkol, Vittorio Ferrari, Wenlei Zhou

arxiv:2302.12948 v2 · 2023-02-25 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZAYLCV4OSYJDX2QYQOLSR23YJ}

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	2026-07-05T06:09:48.725652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2641858abc74b091df50c41cb9475bc27341229ca2fcd68ff5aaa32419027917

Aliases

arxiv: 2302.12948 · arxiv_version: 2302.12948v2 · doi: 10.48550/arxiv.2302.12948 · pith_short_12: EZAYLCV4OSYJ · pith_short_16: EZAYLCV4OSYJDX2Q · pith_short_8: EZAYLCV4

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/EZAYLCV4OSYJDX2QYQOLSR23YJ \
  | 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: 2641858abc74b091df50c41cb9475bc27341229ca2fcd68ff5aaa32419027917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3db3365b0358e879681fb1965b46842fbe03603f6d27f122a427860a303234d2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-25T01:18:09Z",
    "title_canon_sha256": "069b705184b54c04caa16b8421854f3852ed3e642bbcd9d52fb3bad06f1a2e51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12948",
    "kind": "arxiv",
    "version": 2
  }
}