Pith Number

pith:MARKYMIP

pith:2023:MARKYMIPIFK5TR47VRFBRGPQPA

not attested not anchored not stored refs pending

Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors

David Southwick, Eric Wulff, Farouk Mokhtar, Javier Duarte, Joosep Pata, Maria Girone, Mengke Zhang

arxiv:2309.06782 v6 · 2023-09-13 · physics.data-an · cs.LG · hep-ex · physics.ins-det · 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{MARKYMIPIFK5TR47VRFBRGPQPA}

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	2026-07-05T08:44:09.708367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6022ac310f4155d9c79fac4a1899f07824cef54e0410eaf6586ca596d96cd1b6

Aliases

arxiv: 2309.06782 · arxiv_version: 2309.06782v6 · doi: 10.48550/arxiv.2309.06782 · pith_short_12: MARKYMIPIFK5 · pith_short_16: MARKYMIPIFK5TR47 · pith_short_8: MARKYMIP

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/MARKYMIPIFK5TR47VRFBRGPQPA \
  | 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: 6022ac310f4155d9c79fac4a1899f07824cef54e0410eaf6586ca596d96cd1b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79cd9c67256c69bc455252c78abb79c4de61f883a0ed4eba9e50293c899c9fe1",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.ins-det",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2023-09-13T08:16:15Z",
    "title_canon_sha256": "764f28f098f23aa413cb395f0d5c95d8f5ab9c99cd4e61b9c69ad74400704ea3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06782",
    "kind": "arxiv",
    "version": 6
  }
}