Pith Number

pith:RFSSL3II

pith:2025:RFSSL3IIFKXDGHAG3JOCKXHU5E

not attested not anchored not stored refs pending

Interpretable Neural Causal Models with TRAM-DAGs

Beate Sick, Oliver D\"urr

arxiv:2503.16206 v1 · 2025-03-20 · 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{RFSSL3IIFKXDGHAG3JOCKXHU5E}

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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

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity

Receipt and verification

First computed	2026-07-05T10:36:07.767523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

896525ed082aae331c06da5c255cf4e904e56d00e6481cc97d265ec89587a0c8

Aliases

arxiv: 2503.16206 · arxiv_version: 2503.16206v1 · doi: 10.48550/arxiv.2503.16206 · pith_short_12: RFSSL3IIFKXD · pith_short_16: RFSSL3IIFKXDGHAG · pith_short_8: RFSSL3II

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/RFSSL3IIFKXDGHAG3JOCKXHU5E \
  | 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: 896525ed082aae331c06da5c255cf4e904e56d00e6481cc97d265ec89587a0c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffab3ef5301d29887808ca22f8db166c7b0b9c843017744fa9f865ec6bcc969a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-03-20T14:51:04Z",
    "title_canon_sha256": "49b1278be06c30ec751ac870edaed173dbbb4738ed7a4b3e019de51dfac2840c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16206",
    "kind": "arxiv",
    "version": 1
  }
}