Pith Number

pith:EZ2IYVQ6

pith:2025:EZ2IYVQ6YTQ4RYPXA4IR7ASXZI

not attested not anchored not stored refs pending

Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations

Housam K.B. Babiker, Iain Smith, Jiayi Dai, Md Abed Rahman, Mi-Young Kim, Nafisa Sadaf Hriti, Nawshad Farruque, Osmar R. Za\"iane, Randy Goebel, Shahin Atakishiyev, Teruaki Hayashi

arxiv:2510.17256 v2 · 2025-10-20 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZ2IYVQ6YTQ4RYPXA4IR7ASXZI}

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	2026-06-05T00:13:44.036979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26748c561ec4e1c8e1f707111f8257ca0ada06e16f7c180f65ad59f87fce0318

Aliases

arxiv: 2510.17256 · arxiv_version: 2510.17256v2 · doi: 10.48550/arxiv.2510.17256 · pith_short_12: EZ2IYVQ6YTQ4 · pith_short_16: EZ2IYVQ6YTQ4RYPX · pith_short_8: EZ2IYVQ6

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/EZ2IYVQ6YTQ4RYPXA4IR7ASXZI \
  | 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: 26748c561ec4e1c8e1f707111f8257ca0ada06e16f7c180f65ad59f87fce0318

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "530f8f44bf7ae4d66eaa30e456ce21e2ccd09243837f03ec9793babd37de8c62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-20T07:43:53Z",
    "title_canon_sha256": "38191ac290d8c29099fa0181708469e1db2787e4090b05749b01fbfd4a76038b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.17256",
    "kind": "arxiv",
    "version": 2
  }
}