Pith Number

pith:2E3TZWUQ

pith:2026:2E3TZWUQLXRMZ3KNQBXQPY3Z4Z

not attested not anchored not stored refs pending

The Dynamic-Probabilistic Consistency Gap in Chaotic Surrogate Modeling

Andre Herz, Daniel Durstewitz, Georgia Koppe, Matthijs Pals

arxiv:2605.31547 v1 · 2026-05-29 · cs.LG · math.DS · 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{2E3TZWUQLXRMZ3KNQBXQPY3Z4Z}

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	2026-06-01T02:04:12.117818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1373cda905de2cced4d806f07e379e67c8925137cb67edb219079f6c5a85014

Aliases

arxiv: 2605.31547 · arxiv_version: 2605.31547v1 · doi: 10.48550/arxiv.2605.31547 · pith_short_12: 2E3TZWUQLXRM · pith_short_16: 2E3TZWUQLXRMZ3KN · pith_short_8: 2E3TZWUQ

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/2E3TZWUQLXRMZ3KNQBXQPY3Z4Z \
  | 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: d1373cda905de2cced4d806f07e379e67c8925137cb67edb219079f6c5a85014

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2a30c19a7b1686e5a14e817fed410b2f1f6c9f837c80deaff6ba14ab4415e4a",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-29T17:04:15Z",
    "title_canon_sha256": "031aba785d419640df98719be24afb15217b7e0924f338777a275b97313af27e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31547",
    "kind": "arxiv",
    "version": 1
  }
}