Pith Number

pith:P3NVYDKH

pith:2024:P3NVYDKHAS4B6XJ5KJBBRFRKZS

not attested not anchored not stored refs pending

Interpreting Transformers for Jet Tagging

Aaron Wang, Abhijith Gandrakota, Elham E Khoda, Javier Duarte, Jennifer Ngadiuba, Priyansh Bhatnagar, Vivekanand Sahu

arxiv:2412.03673 v2 · 2024-12-04 · hep-ph · cs.LG · hep-ex · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P3NVYDKHAS4B6XJ5KJBBRFRKZS}

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.

Cited by

5 papers in Pith

What Do Lorentz-Equivariant Jet Taggers Learn?

What exactly did the Transformer learn from our physics data?

JEDI-linear: Fast and Efficient Graph Neural Networks for Jet Tagging on FPGAs

Dissecting Jet-Tagger Through Mechanistic Interpretability

Explainable AI for Jet Tagging: A Comparative Study of GNNExplainer, GNNShap, and GradCAM for Jet Tagging in the Lund Jet Plane

Receipt and verification

First computed	2026-07-05T09:46:00.041880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7edb5c0d4704b81f5d3d524218962acc9d18266b1235fa1f770ea12a98d17ca1

Aliases

arxiv: 2412.03673 · arxiv_version: 2412.03673v2 · doi: 10.48550/arxiv.2412.03673 · pith_short_12: P3NVYDKHAS4B · pith_short_16: P3NVYDKHAS4B6XJ5 · pith_short_8: P3NVYDKH

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/P3NVYDKHAS4B6XJ5KJBBRFRKZS \
  | 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: 7edb5c0d4704b81f5d3d524218962acc9d18266b1235fa1f770ea12a98d17ca1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c3e405ce383bf4ed5e59439d1d3861015fc1606b6ea93ad9bd9f7a8d31b66a3",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2024-12-04T19:06:40Z",
    "title_canon_sha256": "37aa9be3841e00dbfe9b8d8cb494e89a1681f89a301a9febb9c55a848b0efc1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03673",
    "kind": "arxiv",
    "version": 2
  }
}