Pith Number

pith:MFFL5VDX

pith:2024:MFFL5VDXPPRUCVKT6JRL3ED2YP

not attested not anchored not stored refs pending

Dynamic Structural Causal Models

Joris M. Mooij, Philip Boeken

arxiv:2406.01161 v2 · 2024-06-03 · math.ST · math.PR · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MFFL5VDXPPRUCVKT6JRL3ED2YP}

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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

8 papers in Pith

Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models

TabPFN-3: Technical Report

Modifying causal models to distinguish between transient and lasting causal effects

A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

TabPFN-3: Technical Report

Receipt and verification

First computed	2026-07-05T08:46:55.247633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

614abed4777be3415553f262bd907ac3ffcb2bb49f81141b76b7e8e7a8d7217c

Aliases

arxiv: 2406.01161 · arxiv_version: 2406.01161v2 · doi: 10.48550/arxiv.2406.01161 · pith_short_12: MFFL5VDXPPRU · pith_short_16: MFFL5VDXPPRUCVKT · pith_short_8: MFFL5VDX

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/MFFL5VDXPPRUCVKT6JRL3ED2YP \
  | 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: 614abed4777be3415553f262bd907ac3ffcb2bb49f81141b76b7e8e7a8d7217c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b8cce2dc70fc64b27cdae5f3a479e07d370957184500ce23863f89a4d1e827e",
    "cross_cats_sorted": [
      "math.PR",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-06-03T09:54:31Z",
    "title_canon_sha256": "660990ac492452e95e031b32b68c26f4ba326676f99fe5f87e871edcf77b5907"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01161",
    "kind": "arxiv",
    "version": 2
  }
}