Pith Number

pith:ZHLNLM5I

pith:2022:ZHLNLM5IW6U3Z4VJZIPU2HXF2N

not attested not anchored not stored refs pending

Learning Feynman Diagrams using Graph Neural Networks

Alexander Norcliffe, Harrison Mitchell, Pietro Li\`o

arxiv:2211.15348 v1 · 2022-11-25 · physics.comp-ph · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZHLNLM5IW6U3Z4VJZIPU2HXF2N}

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

2 papers in Pith

One Generator, Any Process: LLM-Conditioning for the LHC

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning

Receipt and verification

First computed	2026-07-05T05:20:02.562931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9d6d5b3a8b7a9bcf2a9ca1f4d1ee5d365e89e08b40314b55cf0bace5738d80a

Aliases

arxiv: 2211.15348 · arxiv_version: 2211.15348v1 · doi: 10.48550/arxiv.2211.15348 · pith_short_12: ZHLNLM5IW6U3 · pith_short_16: ZHLNLM5IW6U3Z4VJ · pith_short_8: ZHLNLM5I

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/ZHLNLM5IW6U3Z4VJZIPU2HXF2N \
  | 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: c9d6d5b3a8b7a9bcf2a9ca1f4d1ee5d365e89e08b40314b55cf0bace5738d80a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2a0925ab0ea92828a1a0125e0683273aaaf861bbd9aebb19de7fcad81212be5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2022-11-25T05:53:28Z",
    "title_canon_sha256": "71b6312d13ab139205124c7c8e31d243bac7f7022565b791671f97ee97cf55a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15348",
    "kind": "arxiv",
    "version": 1
  }
}