Pith Number

pith:DNGA7CSQ

pith:2019:DNGA7CSQQHHXZNBZ42SA3NLPYE

not attested not anchored not stored refs pending

Towards Task and Architecture-Independent Generalization Gap Predictors

Hanna Mazzawi, Javier Gonzalvo, Scott Yak

arxiv:1906.01550 v1 · 2019-06-04 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNGA7CSQQHHXZNBZ42SA3NLPYE}

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	2026-05-17T23:44:16.180574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b4c0f8a5081cf7cb439e6a40db56fc10e1d48c07dd456d58271d3c2816ed359

Aliases

arxiv: 1906.01550 · arxiv_version: 1906.01550v1 · doi: 10.48550/arxiv.1906.01550 · pith_short_12: DNGA7CSQQHHX · pith_short_16: DNGA7CSQQHHXZNBZ · pith_short_8: DNGA7CSQ

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/DNGA7CSQQHHXZNBZ42SA3NLPYE \
  | 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: 1b4c0f8a5081cf7cb439e6a40db56fc10e1d48c07dd456d58271d3c2816ed359

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fde9451b67c104188aeb954824223ba7463beffa312226b39cb68f8e52d190dd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-04T16:10:15Z",
    "title_canon_sha256": "b03c4c0fa8c3ab0d16c207c7e313292a292398cd42e81d62676019229aec64b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01550",
    "kind": "arxiv",
    "version": 1
  }
}