Pith Number

pith:37RJK4BJ

pith:2023:37RJK4BJG5WBX5ASSPSIHUQDT4

not attested not anchored not stored refs pending

Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data

Caiming Xiong, Chenghao Liu, Devansh Arpit, Eric Hu, Huan Wang, Itai Feigenbaum, Juan Carlos Niebles, Kun Zhang, Matthew Fernandez, Paul Josel, Shelby Heinecke, Stephen Hoi, Weiran Yao, Wenzhuo Yang

arxiv:2301.10859 v2 · 2023-01-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{37RJK4BJG5WBX5ASSPSIHUQDT4}

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

Anomaly Detection and Root Cause Analysis for Microservice Systems

Receipt and verification

First computed	2026-07-05T06:53:33.887144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfe2957029376c1bf41293e483d2039f06be250c9df3454cb554980e95fcf9a2

Aliases

arxiv: 2301.10859 · arxiv_version: 2301.10859v2 · doi: 10.48550/arxiv.2301.10859 · pith_short_12: 37RJK4BJG5WB · pith_short_16: 37RJK4BJG5WBX5AS · pith_short_8: 37RJK4BJ

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/37RJK4BJG5WBX5ASSPSIHUQDT4 \
  | 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: dfe2957029376c1bf41293e483d2039f06be250c9df3454cb554980e95fcf9a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fff47ed5af6d1221605a3e63a7d85b7fb269ed3b15b9864898674143817cb34",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-25T22:42:48Z",
    "title_canon_sha256": "8c5204db54e558ee3f50f7828deb1f6fe5b453909e6e24f3462665361e837769"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10859",
    "kind": "arxiv",
    "version": 2
  }
}