Pith Number

pith:2Q6GOGGE

pith:2026:2Q6GOGGEUGZI2WVEGNS7GKVHTH

not attested not anchored not stored refs pending

A neurosymbolic Approach with Epistemic Deep Learning for Hierarchical Image Classification

Ezel Kilicdere, Fabio Cuzzolin, Shireen Kudukkil Manchingal

arxiv:2605.16383 v1 · 2026-05-11 · cs.CV · cs.AI · 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{2Q6GOGGEUGZI2WVEGNS7GKVHTH}

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	2026-05-20T00:02:19.434477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d43c6718c4a1b28d5aa43365f32aa799e03f0952e0b5fb89bcd0150ffab6d66a

Aliases

arxiv: 2605.16383 · arxiv_version: 2605.16383v1 · doi: 10.48550/arxiv.2605.16383 · pith_short_12: 2Q6GOGGEUGZI · pith_short_16: 2Q6GOGGEUGZI2WVE · pith_short_8: 2Q6GOGGE

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/2Q6GOGGEUGZI2WVEGNS7GKVHTH \
  | 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: d43c6718c4a1b28d5aa43365f32aa799e03f0952e0b5fb89bcd0150ffab6d66a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "680a77a7d56220111632e8c8bf2a2abe41b61dac7c93d3b765e508410f98d297",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-11T09:43:43Z",
    "title_canon_sha256": "237135f9c39401a7ea4945c231c7cf2ccf794d554f7da5c5e2209a9325c72d49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16383",
    "kind": "arxiv",
    "version": 1
  }
}