Pith Number

pith:XMPP5Z62

pith:2025:XMPP5Z62Q5433KLPIEZE6NXHEQ

not attested not anchored not stored refs pending

Diagrams-to-Dynamics (D2D): Exploring Causal Loop Diagram Leverage Points under Uncertainty

Guido A. Veldhuis, Jeroen F. Uleman, Leonie K. Elsenburg, Loes Crielaard, Naja Hulvej Rod, Rick Quax, V\'itor V. Vasconcelos

arxiv:2508.05659 v4 · 2025-07-30 · cs.LG · stat.ME · 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{XMPP5Z62Q5433KLPIEZE6NXHEQ}

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	2026-07-15T00:21:12.584783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb1efee7da8779bda96f41324f36e7240ab816806c0a1173fa38f61d11808c96

Aliases

arxiv: 2508.05659 · arxiv_version: 2508.05659v4 · doi: 10.48550/arxiv.2508.05659 · pith_short_12: XMPP5Z62Q543 · pith_short_16: XMPP5Z62Q5433KLP · pith_short_8: XMPP5Z62

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/XMPP5Z62Q5433KLPIEZE6NXHEQ \
  | 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: bb1efee7da8779bda96f41324f36e7240ab816806c0a1173fa38f61d11808c96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f86b19a1413a1a07509d0f246c6aad53667197109f3b7c32a795de45fac1ae30",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-30T11:27:07Z",
    "title_canon_sha256": "1018054cee73aa162ae572ea0112c93b19510e1341bc7547178e9c87e72e5028"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05659",
    "kind": "arxiv",
    "version": 4
  }
}