Pith Number

pith:UDVJZURS

pith:2020:UDVJZURSJU3BFJS2HEUKO5WQPB

not attested not anchored not stored refs pending

Supervised Whole DAG Causal Discovery

Hebi Li, Jin Tian, Qi Xiao

arxiv:2006.04697 v1 · 2020-06-08 · cs.LG · cs.AI · 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{UDVJZURSJU3BFJS2HEUKO5WQPB}

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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

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-07-05T01:08:47.989992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0ea9cd2324d3612a65a3928a776d0785ce9da0b5ddf73f3ced9b993825358e8

Aliases

arxiv: 2006.04697 · arxiv_version: 2006.04697v1 · doi: 10.48550/arxiv.2006.04697 · pith_short_12: UDVJZURSJU3B · pith_short_16: UDVJZURSJU3BFJS2 · pith_short_8: UDVJZURS

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/UDVJZURSJU3BFJS2HEUKO5WQPB \
  | 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: a0ea9cd2324d3612a65a3928a776d0785ce9da0b5ddf73f3ced9b993825358e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b4d2be7f0f88f8d89bc267c8108e7acc32d2c56a35cc2cc173a6ee3caa2b2c9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T15:53:20Z",
    "title_canon_sha256": "66c9401d25bc86811c1774e2f1dc0e751e6018d98d4055d31c591bbf60ea9556"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04697",
    "kind": "arxiv",
    "version": 1
  }
}