Pith Number

pith:T5LNV7DV

pith:2025:T5LNV7DVJBQ4FLB6RIKIO6J6K2

not attested not anchored not stored refs pending

Dynamic Causal Structure Discovery and Causal Effect Estimation

Jianian Wang, Rui Song

arxiv:2501.06534 v1 · 2025-01-11 · stat.ML · 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{T5LNV7DVJBQ4FLB6RIKIO6J6K2}

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.

Cited by

1 paper in Pith

M-learner:A Flexible And Powerful Framework To Study Heterogeneous Treatment Effect In Mediation Model

Receipt and verification

First computed	2026-07-05T10:00:04.910044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f56dafc754861c2ac3e8a1487793e569d435f076d2da4f329e839ffcf3c93d4

Aliases

arxiv: 2501.06534 · arxiv_version: 2501.06534v1 · doi: 10.48550/arxiv.2501.06534 · pith_short_12: T5LNV7DVJBQ4 · pith_short_16: T5LNV7DVJBQ4FLB6 · pith_short_8: T5LNV7DV

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/T5LNV7DVJBQ4FLB6RIKIO6J6K2 \
  | 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: 9f56dafc754861c2ac3e8a1487793e569d435f076d2da4f329e839ffcf3c93d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18a6411803db322bc2bfe5f638dbdb663b3b6b1d62dd22ef3c24e6584e39890b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-11T12:52:39Z",
    "title_canon_sha256": "804e16569c920ec2ed63f740fa096bbcc179435e0f12eb7448d4dc6fe5499316"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06534",
    "kind": "arxiv",
    "version": 1
  }
}