Pith Number

pith:5RTXYI2L

pith:2025:5RTXYI2L2CCYRMUWCDPH5T7VSZ

not attested not anchored not stored refs pending

"Cause" is Mechanistic Narrative within Scientific Domains: An Ordinary Language Philosophical Critique of "Causal Machine Learning"

Gustav Sir, Leonardo Christov Moore, Martin Krutsky, Vyacheslav Kungurtsev

arxiv:2501.05844 v3 · 2025-01-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5RTXYI2L2CCYRMUWCDPH5T7VSZ}

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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

1 paper in Pith

"Cause" is Mechanistic Narrative within Scientific Domains: An Ordinary Language Philosophical Critique of "Causal Machine Learning"

Receipt and verification

First computed	2026-07-05T11:14:52.424988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec677c234bd08588b29610de7ecff5964e3b3a0bcafadc93418f377ac759d89f

Aliases

arxiv: 2501.05844 · arxiv_version: 2501.05844v3 · doi: 10.48550/arxiv.2501.05844 · pith_short_12: 5RTXYI2L2CCY · pith_short_16: 5RTXYI2L2CCYRMUW · pith_short_8: 5RTXYI2L

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/5RTXYI2L2CCYRMUWCDPH5T7VSZ \
  | 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: ec677c234bd08588b29610de7ecff5964e3b3a0bcafadc93418f377ac759d89f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3b5db5bdf1e8a2dbbf47380c38d99eb34e16e97316382012a4dd6c5e45a9d4f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-10T10:36:26Z",
    "title_canon_sha256": "94eace771bc069335e2aee7dad309082fd9fea5f0b1f3d068a7e9c26f9efdce2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05844",
    "kind": "arxiv",
    "version": 3
  }
}