Pith Number

pith:XHVJX7L3

pith:2023:XHVJX7L34ZMBD2V34ZJQSIZGEF

not attested not anchored not stored refs pending

A Neural Framework for Generalized Causal Sensitivity Analysis

Alicia Curth, Dennis Frauen, Fergus Imrie, Mihaela van der Schaar, Stefan Feuerriegel, Valentyn Melnychuk

arxiv:2311.16026 v2 · 2023-11-27 · 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{XHVJX7L34ZMBD2V34ZJQSIZGEF}

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	2026-07-05T08:05:53.945471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9ea9bfd7be65811eabbe653092326215ab2d05c476b0622872258d054f19d75

Aliases

arxiv: 2311.16026 · arxiv_version: 2311.16026v2 · doi: 10.48550/arxiv.2311.16026 · pith_short_12: XHVJX7L34ZMB · pith_short_16: XHVJX7L34ZMBD2V3 · pith_short_8: XHVJX7L3

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/XHVJX7L34ZMBD2V34ZJQSIZGEF \
  | 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: b9ea9bfd7be65811eabbe653092326215ab2d05c476b0622872258d054f19d75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "234903dac983dc3f271b08e1dd3acf2fdcf575608e68bc8ac5182fc8e21b2717",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-27T17:40:02Z",
    "title_canon_sha256": "38870d33a7d02e74b97d56c3e2337a0febee2b9f34999cdbcc4b1f9255d0cf4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.16026",
    "kind": "arxiv",
    "version": 2
  }
}