Pith Number

pith:S3ELCLAI

pith:2026:S3ELCLAIV65NR6IXXOIQLHVRZU

not attested not anchored not stored refs pending

Learning to Trigger: Reinforcement Learning at the Large Hadron Collider

Abhijith Gandrakota, Cecilia Tosciri, Christian Herwig, David W. Miller, Giovanna Salvi, Jennifer Ngadiuba, Nhan Tran, Shaghayegh Emam, Yuxin Chen, Zixin Ding

arxiv:2606.23993 v1 · 2026-06-22 · cs.LG · cs.AI · hep-ex

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S3ELCLAIV65NR6IXXOIQLHVRZU}

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	2026-06-24T00:14:32.511052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96c8b12c08afbad8f917bb91059eb1cd0f61916469efdc1dc95684a3f7011cdd

Aliases

arxiv: 2606.23993 · arxiv_version: 2606.23993v1 · doi: 10.48550/arxiv.2606.23993 · pith_short_12: S3ELCLAIV65N · pith_short_16: S3ELCLAIV65NR6IX · pith_short_8: S3ELCLAI

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/S3ELCLAIV65NR6IXXOIQLHVRZU \
  | 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: 96c8b12c08afbad8f917bb91059eb1cd0f61916469efdc1dc95684a3f7011cdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c06e364bc11af93a9910406db5501c02b95fbfad3a88b9a6c7e3610f4b7a983d",
    "cross_cats_sorted": [
      "cs.AI",
      "hep-ex"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T22:56:33Z",
    "title_canon_sha256": "86af4c662fa699db3447961ca6127288597ca007b182ae899a99e51b154ca6ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23993",
    "kind": "arxiv",
    "version": 1
  }
}