Pith Number

pith:WJPUJV67

pith:2019:WJPUJV67KRTN76SHIEYDVMQWYG

not attested not anchored not stored refs pending

Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data

Akos Vertes, Andrew Poggio, Andrew R. Korte, Brian M. Davis, Carolyn L. Talcott, Christine A. Morton, Christopher J. Sevinsky, Deborah I. Bunin, Denise Nishita, Lida Parvin, Maria I. Zavodszky, Mark-Oliver Stehr, Merrill Knapp, Peter Avar, Ziad J. Sahab

arxiv:1905.02291 v1 · 2019-05-06 · cs.LG · q-bio.CB · 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{WJPUJV67KRTN76SHIEYDVMQWYG}

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.

Cited by

1 paper in Pith

Probabilistic Approximate Logic and its Implementation in the Logical Imagination Engine

Receipt and verification

First computed	2026-05-17T23:46:51.856610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b25f44d7df5466dffa4741303ab216c1a896bb4e794464e7ad1d0a6c7d2f0f53

Aliases

arxiv: 1905.02291 · arxiv_version: 1905.02291v1 · doi: 10.48550/arxiv.1905.02291 · pith_short_12: WJPUJV67KRTN · pith_short_16: WJPUJV67KRTN76SH · pith_short_8: WJPUJV67

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/WJPUJV67KRTN76SHIEYDVMQWYG \
  | 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: b25f44d7df5466dffa4741303ab216c1a896bb4e794464e7ad1d0a6c7d2f0f53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb4e1f9aa8735eaa25f951acdd735b31a9b250aefda2ae663223d02ff7d62f8c",
    "cross_cats_sorted": [
      "q-bio.CB",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-06T23:18:03Z",
    "title_canon_sha256": "e105f1321bcc16d759805feb9ea8b01d28cfea6bcbf01191436affbfc0cf1014"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.02291",
    "kind": "arxiv",
    "version": 1
  }
}