Pith Number

pith:NBIBSMO6

pith:2025:NBIBSMO6LNU6ZIVKTJAIVZSRFJ

not attested not anchored not stored refs pending

Topology of Out-of-Distribution Examples in Deep Neural Networks

Connor Mattes, Esha Datta, Eva Domschot, Johanna Hennig, Michael R. Smith

arxiv:2501.12522 v1 · 2025-01-21 · 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{NBIBSMO6LNU6ZIVKTJAIVZSRFJ}

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	2026-07-05T10:03:54.387384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68501931de5b69eca2aa9a408ae6512a6d6f39da8534c57c640bf57753ea5716

Aliases

arxiv: 2501.12522 · arxiv_version: 2501.12522v1 · doi: 10.48550/arxiv.2501.12522 · pith_short_12: NBIBSMO6LNU6 · pith_short_16: NBIBSMO6LNU6ZIVK · pith_short_8: NBIBSMO6

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/NBIBSMO6LNU6ZIVKTJAIVZSRFJ \
  | 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: 68501931de5b69eca2aa9a408ae6512a6d6f39da8534c57c640bf57753ea5716

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67d1d784a336de73d100ca4403d2dd9303d40366178af5005033bd89c508fb01",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T22:25:56Z",
    "title_canon_sha256": "b8553ae3500cc1f634ff7f188537c4f829df62dd3c0902fc3df0bb8c53798212"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12522",
    "kind": "arxiv",
    "version": 1
  }
}