Pith Number

pith:XOLYFYB4

pith:2026:XOLYFYB4DAA6SX7A6EHFARECIE

not attested not anchored not stored refs pending

Reliability of Probabilistic Emulation of Physical Systems

2), (2) Autodesk Research, 3), (3) PhysicsX, 4), (4) Orbital, 5), (5) University of Sheffield, 6) ((1) The Alan Turing Institute, (6) University College London), Christopher Iliffe Sprague (1, Edwin Brown (1, Jason D. McEwen (1, Marjan Famili (1, Paolo Conti (1, Radka Jersakova (1), Sam F. Greenbury (1)

arxiv:2606.12997 v1 · 2026-06-11 · cs.LG · 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{XOLYFYB4DAA6SX7A6EHFARECIE}

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	2026-06-12T01:09:36.562885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb9782e03c1801e95fe0f10e504482411f33e3f61b849713e7834e82564ee8c2

Aliases

arxiv: 2606.12997 · arxiv_version: 2606.12997v1 · doi: 10.48550/arxiv.2606.12997 · pith_short_12: XOLYFYB4DAA6 · pith_short_16: XOLYFYB4DAA6SX7A · pith_short_8: XOLYFYB4

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/XOLYFYB4DAA6SX7A6EHFARECIE \
  | 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: bb9782e03c1801e95fe0f10e504482411f33e3f61b849713e7834e82564ee8c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1427010a8ed925b3a027b6dede5ff77adb6918b3f73ff95ae9462007a1c73677",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-11T07:34:41Z",
    "title_canon_sha256": "3584aa6d8295f0212d7ca95708881b179ac4eb2bf39f76ab2443e72a295de511"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12997",
    "kind": "arxiv",
    "version": 1
  }
}