Pith Number

pith:XEYZ5JDK

pith:2024:XEYZ5JDK5T5ZRXKZEAZIYDEQ5V

not attested not anchored not stored refs pending

Network Causal Effect Estimation In Graphical Models Of Contagion And Latent Confounding

Rohit Bhattacharya, Yufeng Wu

arxiv:2411.01371 v2 · 2024-11-02 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XEYZ5JDK5T5ZRXKZEAZIYDEQ5V}

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.

Receipt and verification

First computed	2026-07-05T10:25:13.223715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9319ea46aecfb98dd5920328c0c90ed57f9fb90b65cd775419279d2208016f6

Aliases

arxiv: 2411.01371 · arxiv_version: 2411.01371v2 · doi: 10.48550/arxiv.2411.01371 · pith_short_12: XEYZ5JDK5T5Z · pith_short_16: XEYZ5JDK5T5ZRXKZ · pith_short_8: XEYZ5JDK

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/XEYZ5JDK5T5ZRXKZEAZIYDEQ5V \
  | 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: b9319ea46aecfb98dd5920328c0c90ed57f9fb90b65cd775419279d2208016f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cf0493b42212fdea1f33fe50fccc16d8e3edb67a3fc5d2609ebf2388b446502",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-02T22:12:44Z",
    "title_canon_sha256": "0af9eac37bbaafc1d40c5a1cebcf5327f7ad0f699cc0b127caf08c62095286f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01371",
    "kind": "arxiv",
    "version": 2
  }
}