Pith Number

pith:BBKHVV3O

pith:2026:BBKHVV3OHPCJX7XWLHWD5FLKZE

not attested not anchored not stored refs pending

Generative Explainability for Next-Generation Networks: LLM-Augmented XAI with Mutual Feature Interactions

Carlos Natalino, Francesco Lelli, Kiarash Rezaei, Omran Ayoub, Paolo Monti, Sebastian Troia

arxiv:2606.10942 v1 · 2026-06-09 · cs.NI · cs.AI · 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{BBKHVV3OHPCJX7XWLHWD5FLKZE}

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	2026-06-10T01:10:49.212907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08547ad76e3bc49bfef659ec3e956ac9115e5fd30736656de8f73176aa41b410

Aliases

arxiv: 2606.10942 · arxiv_version: 2606.10942v1 · doi: 10.48550/arxiv.2606.10942 · pith_short_12: BBKHVV3OHPCJ · pith_short_16: BBKHVV3OHPCJX7XW · pith_short_8: BBKHVV3O

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/BBKHVV3OHPCJX7XWLHWD5FLKZE \
  | 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: 08547ad76e3bc49bfef659ec3e956ac9115e5fd30736656de8f73176aa41b410

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecc44c1604f0e6fb0f3045d952143afea272155a35007cf4e9bd14c38699740c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2026-06-09T14:48:26Z",
    "title_canon_sha256": "ebbf1a8eb4e005ebb5dcbabb8eaa80eda7e9298e5c3ede2c4a7f7deb07090879"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10942",
    "kind": "arxiv",
    "version": 1
  }
}