Pith Number

pith:I25SB2O2

pith:2025:I25SB2O2FZPLV3SAWGLB7CJTR6

not attested not anchored not stored refs pending

Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments

Negar Kiyavash, Saber Salehkaleybar, Sina Akbari, Yaroslav Kivva

arxiv:2506.11756 v1 · 2025-06-13 · cs.AI · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I25SB2O2FZPLV3SAWGLB7CJTR6}

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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

Causal invariance in graphical models with latent variables

Receipt and verification

First computed	2026-07-05T11:21:10.313605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46bb20e9da2e5ebaee40b1961f89338f810a4d3515438ca82415b8c29b607060

Aliases

arxiv: 2506.11756 · arxiv_version: 2506.11756v1 · doi: 10.48550/arxiv.2506.11756 · pith_short_12: I25SB2O2FZPL · pith_short_16: I25SB2O2FZPLV3SA · pith_short_8: I25SB2O2

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/I25SB2O2FZPLV3SAWGLB7CJTR6 \
  | 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: 46bb20e9da2e5ebaee40b1961f89338f810a4d3515438ca82415b8c29b607060

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68410221a155f29730b276a4b95a2b9e91a4f861bf2a68ea8b6a13d80c3a79f9",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-13T13:11:37Z",
    "title_canon_sha256": "6d7bafac70e54ec495ea8041b7c06be1b6ced3fdcdcc7c92edd9d188e7798322"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11756",
    "kind": "arxiv",
    "version": 1
  }
}