Pith Number

pith:DN7DFTR6

pith:2025:DN7DFTR6JUAKUE7RIJ3QZHOKZS

not attested not anchored not stored refs pending

Machine Learning-based Unfolding for Cross Section Measurements in the Presence of Nuisance Parameters

Benjamin Nachman, Huanbiao Zhu, Krish Desai, Larry Wasserman, Mikael Kuusela, Vinicius Mikuni

arxiv:2512.07074 v3 · 2025-12-08 · stat.AP · hep-ex · hep-ph · physics.data-an · 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{DN7DFTR6JUAKUE7RIJ3QZHOKZS}

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	2026-06-26T00:15:24.310629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b7e32ce3e4d00aa13f142770c9dcacc929959710ef864053782f14e981e50f2

Aliases

arxiv: 2512.07074 · arxiv_version: 2512.07074v3 · doi: 10.48550/arxiv.2512.07074 · pith_short_12: DN7DFTR6JUAK · pith_short_16: DN7DFTR6JUAKUE7R · pith_short_8: DN7DFTR6

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/DN7DFTR6JUAKUE7RIJ3QZHOKZS \
  | 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: 1b7e32ce3e4d00aa13f142770c9dcacc929959710ef864053782f14e981e50f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d2f1e71312977c8bd7da5a8ff2b846caf2418677738102671a007baebe5b947",
    "cross_cats_sorted": [
      "hep-ex",
      "hep-ph",
      "physics.data-an",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2025-12-08T01:21:34Z",
    "title_canon_sha256": "c75c1cec87a62eb7820947af05e19b185728f38cf38e1c7948fe41b2f4b95a4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.07074",
    "kind": "arxiv",
    "version": 3
  }
}