Pith Number

pith:NT3RH3Y7

pith:2019:NT3RH3Y7ONDGC3PZN7WKO7KPUT

not attested not anchored not stored refs pending

Understanding Generalization through Visualizations

Furong Huang, J. K. Terry, Liam Fowl, Micah Goldblum, Tom Goldstein, W. Ronny Huang, Zeyad Emam

arxiv:1906.03291 v6 · 2019-06-07 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NT3RH3Y7ONDGC3PZN7WKO7KPUT}

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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

1 paper in Pith

From inverse problems to neural operators: prediction, mechanism, and generalization of data-driven models

Receipt and verification

First computed	2026-07-05T03:31:51.358155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cf713ef1f7346616df96feca77d4fa4ea08dd3e5a0424fad3aa0d8de1579f81

Aliases

arxiv: 1906.03291 · arxiv_version: 1906.03291v6 · doi: 10.48550/arxiv.1906.03291 · pith_short_12: NT3RH3Y7ONDG · pith_short_16: NT3RH3Y7ONDGC3PZ · pith_short_8: NT3RH3Y7

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/NT3RH3Y7ONDGC3PZN7WKO7KPUT \
  | 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: 6cf713ef1f7346616df96feca77d4fa4ea08dd3e5a0424fad3aa0d8de1579f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e20ed9c49198448d6c5e246d750f4ddcbc02b69ebef5c53115dc58d742df6765",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-07T18:43:20Z",
    "title_canon_sha256": "a0c8b083f1be3148db52cb835b199f8a7e3f70fcd4f63e2c8627a8837a70c26a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03291",
    "kind": "arxiv",
    "version": 6
  }
}