Pith Number

pith:XNZALHFB

pith:2026:XNZALHFBLVS3J2AOUADZA45YBN

not attested not anchored not stored refs pending

Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series

Mohammad Fesanghary

arxiv:2607.24673 v1 · 2026-07-27 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XNZALHFBLVS3J2AOUADZA45YBN}

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	2026-07-28T02:24:21.812713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb72059ca15d65b4e80ea0079073b80b662289aeb206e00cb8df2619b93c477c

Aliases

arxiv: 2607.24673 · arxiv_version: 2607.24673v1 · doi: 10.48550/arxiv.2607.24673 · pith_short_12: XNZALHFBLVS3 · pith_short_16: XNZALHFBLVS3J2AO · pith_short_8: XNZALHFB

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/XNZALHFBLVS3J2AOUADZA45YBN \
  | 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: bb72059ca15d65b4e80ea0079073b80b662289aeb206e00cb8df2619b93c477c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6076ad9c8851d62f69e66415cc4df71045af3b5c4fa5e36bfc9b571025ba1086",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-27T17:14:48Z",
    "title_canon_sha256": "17a2668643291369381d1866fc118c3ad76bc7203dda15ea6a17432de3eb9152"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24673",
    "kind": "arxiv",
    "version": 1
  }
}