Pith Number

pith:NZVMIOVL

pith:2026:NZVMIOVL4T3NXBR5XME4G63AC5

not attested not anchored not stored refs pending

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models

Jugal Kalita, Melkamu Abay Mersha

arxiv:2602.16608 v2 · 2026-02-18 · cs.CL · cs.AI · cs.CV · 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{NZVMIOVL4T3NXBR5XME4G63AC5}

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	2026-05-21T01:04:23.401852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e6ac43aabe4f6db863dbb09c37b601778b13f95ba876c99ed31b7477a9b3d5a

Aliases

arxiv: 2602.16608 · arxiv_version: 2602.16608v2 · doi: 10.48550/arxiv.2602.16608 · pith_short_12: NZVMIOVL4T3N · pith_short_16: NZVMIOVL4T3NXBR5 · pith_short_8: NZVMIOVL

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/NZVMIOVL4T3NXBR5XME4G63AC5 \
  | 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: 6e6ac43aabe4f6db863dbb09c37b601778b13f95ba876c99ed31b7477a9b3d5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5b43a0173e456136588ac399f78ecc306bb1df18f4c3615a985fba75cac2f3c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-18T17:03:10Z",
    "title_canon_sha256": "f3ea189e056394c221b64a0216091428e5ae6d314958e0f0bc3c85e2f9a81bd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16608",
    "kind": "arxiv",
    "version": 2
  }
}