Pith Number

pith:IKBW27NE

pith:2025:IKBW27NETYRA3LWXLQRPRYOETG

not attested not anchored not stored refs pending

Integrating attention into explanation frameworks for language and vision transformers

Inga Str\"umke, Jacob Lysn{\ae}s-Larsen, Marte Eggen

arxiv:2508.08966 v1 · 2025-08-12 · cs.LG · 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{IKBW27NETYRA3LWXLQRPRYOETG}

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	2026-07-05T11:52:37.675466Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42836d7da49e220daed75c22f8e1c4998296e2342a90cfb23a1e5e614b9731a1

Aliases

arxiv: 2508.08966 · arxiv_version: 2508.08966v1 · doi: 10.48550/arxiv.2508.08966 · pith_short_12: IKBW27NETYRA · pith_short_16: IKBW27NETYRA3LWX · pith_short_8: IKBW27NE

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/IKBW27NETYRA3LWXLQRPRYOETG \
  | 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: 42836d7da49e220daed75c22f8e1c4998296e2342a90cfb23a1e5e614b9731a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e37050c6dad6c43141bc482ff58161b23bb9e596960dd059cad4422ee19fdf4a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-12T14:31:22Z",
    "title_canon_sha256": "4bd946ac50fd00efaa72491a757cebbf4f24584327e154d29aab082e1cb2ff23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08966",
    "kind": "arxiv",
    "version": 1
  }
}