Pith Number

pith:R6SSJYWV

pith:2025:R6SSJYWVAGM4L5ZGIS5JQMI6UC

not attested not anchored not stored refs pending

Enhancing ML Model Interpretability: Leveraging Fine-Tuned Large Language Models for Better Understanding of AI

Alina Buss, Jasper Wiltfang, Johannes Schneider, Jonas Bokstaller, Julia Altheimer, Julian Dormehl, Maximilian R\"oglinger

arxiv:2505.02859 v1 · 2025-05-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R6SSJYWVAGM4L5ZGIS5JQMI6UC}

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	2026-07-05T10:58:48.350160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fa524e2d50199c5f72644ba98311ea0a5e695568ecc93aea75ca7d1af134e52

Aliases

arxiv: 2505.02859 · arxiv_version: 2505.02859v1 · doi: 10.48550/arxiv.2505.02859 · pith_short_12: R6SSJYWVAGM4 · pith_short_16: R6SSJYWVAGM4L5ZG · pith_short_8: R6SSJYWV

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/R6SSJYWVAGM4L5ZGIS5JQMI6UC \
  | 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: 8fa524e2d50199c5f72644ba98311ea0a5e695568ecc93aea75ca7d1af134e52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfb58be437d505af3ce047f90c3dac88bc07ba247356cff99f09c301e7d685b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-02T20:57:55Z",
    "title_canon_sha256": "18f7f3247d2acbb8e7e62d68a6661b0f7c8de30edf50f2b8e8d2a4261704e0dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02859",
    "kind": "arxiv",
    "version": 1
  }
}