Pith Number

pith:H5D3DOWB

pith:2023:H5D3DOWBCESGNJDZJ247ACH4AS

not attested not anchored not stored refs pending

Towards Bounding Causal Effects under Markov Equivalence

Alexis Bellot

arxiv:2311.07259 v2 · 2023-11-13 · 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{H5D3DOWBCESGNJDZJ247ACH4AS}

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

Two Layers of Instability in Causal Estimation

Receipt and verification

First computed	2026-07-05T08:22:34.762219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f47b1bac1112466a4794eb9f008fc04a695d94791605d7ba86fa3b8858bdc41

Aliases

arxiv: 2311.07259 · arxiv_version: 2311.07259v2 · doi: 10.48550/arxiv.2311.07259 · pith_short_12: H5D3DOWBCESG · pith_short_16: H5D3DOWBCESGNJDZ · pith_short_8: H5D3DOWB

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/H5D3DOWBCESGNJDZJ247ACH4AS \
  | 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: 3f47b1bac1112466a4794eb9f008fc04a695d94791605d7ba86fa3b8858bdc41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8036d91acac110bdfaf7447237488b62de1f0de635cb25e28c80ef5fa92bd9a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-11-13T11:49:55Z",
    "title_canon_sha256": "c3dee05e5b461278c08d9912b4ae8c784f4e0eee9a883d2aa28546e576024319"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07259",
    "kind": "arxiv",
    "version": 2
  }
}