Pith Number

pith:IPPQKXWU

pith:2020:IPPQKXWUW4YRZS3I4APERUGE4Y

not attested not anchored not stored refs pending

Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

Benjamin Mannix, Christine McLean, Garvita Agarwal, Ia Iashvili, Lauren Hay, Margaret Morris, Salvatore Rappoccio, Ulrich Schubert

arxiv:2011.13466 v3 · 2020-11-26 · physics.data-an · cs.LG · hep-ex · hep-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPPQKXWUW4YRZS3I4APERUGE4Y}

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	2026-07-05T05:31:40.958197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43df055ed4b7311ccb68e01e48d0c4e607df03a80a9d59506a28901f84ba60b4

Aliases

arxiv: 2011.13466 · arxiv_version: 2011.13466v3 · doi: 10.48550/arxiv.2011.13466 · pith_short_12: IPPQKXWUW4YR · pith_short_16: IPPQKXWUW4YRZS3I · pith_short_8: IPPQKXWU

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/IPPQKXWUW4YRZS3I4APERUGE4Y \
  | 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: 43df055ed4b7311ccb68e01e48d0c4e607df03a80a9d59506a28901f84ba60b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16edc724dfbef5a24b9adccb556629a12195d79add56a9a11fdfea0cee759bb3",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2020-11-26T20:36:08Z",
    "title_canon_sha256": "4c53e579ea4d10e39d40470d22363467dac074853eab492e8822c02de629f159"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.13466",
    "kind": "arxiv",
    "version": 3
  }
}