Pith Number

pith:CXIXZ77Z

pith:2022:CXIXZ77ZHICXBTUS7INPN353JE

not attested not anchored not stored refs pending

Machine-Learned Exclusion Limits without Binning

Andres D. Perez, Ernesto Arganda, Martin de los Rios, Rosa Mar\'ia Sand\'a Seoane

arxiv:2211.04806 v2 · 2022-11-09 · hep-ph · cs.LG · hep-ex · 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{CXIXZ77ZHICXBTUS7INPN353JE}

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	2026-07-05T07:24:35.785558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15d17cfff93a0570ce92fa1af6efbb493075dcd02e61d4523f7d4f63d256bd98

Aliases

arxiv: 2211.04806 · arxiv_version: 2211.04806v2 · doi: 10.48550/arxiv.2211.04806 · pith_short_12: CXIXZ77ZHICX · pith_short_16: CXIXZ77ZHICXBTUS · pith_short_8: CXIXZ77Z

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/CXIXZ77ZHICXBTUS7INPN353JE \
  | 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: 15d17cfff93a0570ce92fa1af6efbb493075dcd02e61d4523f7d4f63d256bd98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69a1ba02b4c37a64074d017d0a258b17cc0706b973eb69708f91465d05b83bf7",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2022-11-09T11:04:50Z",
    "title_canon_sha256": "6924450e6dadb260a12da6892cca0c64f49b6bf7913adc067191e1d3b013773e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04806",
    "kind": "arxiv",
    "version": 2
  }
}