Pith Number

pith:TE33FJSL

pith:2023:TE33FJSLPTA274SUUXO6YTU62E

not attested not anchored not stored refs pending

A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

Biwei Huang, Ignavier Ng, Kun Zhang, Peter Spirtes, Roberto Legaspi, Songyao Jin, Xiangchen Song, Xinshuai Dong, Yujia Zheng

arxiv:2312.11001 v1 · 2023-12-18 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TE33FJSLPTA274SUUXO6YTU62E}

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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

2 papers in Pith

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Score-Based Causal Discovery of Latent Variable Causal Models

Receipt and verification

First computed	2026-07-05T07:25:15.792075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9937b2a64b7cc1aff254a5ddec4e9ed11e72b84bad24d2730d44f006f2a393d8

Aliases

arxiv: 2312.11001 · arxiv_version: 2312.11001v1 · doi: 10.48550/arxiv.2312.11001 · pith_short_12: TE33FJSLPTA2 · pith_short_16: TE33FJSLPTA274SU · pith_short_8: TE33FJSL

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/TE33FJSLPTA274SUUXO6YTU62E \
  | 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: 9937b2a64b7cc1aff254a5ddec4e9ed11e72b84bad24d2730d44f006f2a393d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c5d90ec095ee83df43d7e5cb8aea4926a95c2b917128b5722117a37b1e9c48c",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-18T07:57:39Z",
    "title_canon_sha256": "f0a045cdabfb27ac6ef05600002c9a10e928c5458074982c6d0657cf537256b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11001",
    "kind": "arxiv",
    "version": 1
  }
}