Pith Number

pith:T44ENWPL

pith:2025:T44ENWPLFR5FBPBWGG6LLY2DPT

not attested not anchored not stored refs pending

Causal-Copilot: An Autonomous Causal Analysis Agent

Aryan Philip, Biwei Huang, Fang Nan, Har Simrat Singh, Hou Zhu, Kun Zhou, Parjanya Prashant, Qian Shen, Saloni Patnaik, Shivam Singh, Songyao Jin, Wenyi Wu, Xinyue Wang

arxiv:2504.13263 v2 · 2025-04-17 · 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{T44ENWPLFR5FBPBWGG6LLY2DPT}

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

2 papers in Pith

Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making

ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis

Receipt and verification

First computed	2026-07-05T10:51:38.839646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f3846d9eb2c7a50bc3631bcb5e3437ce5c39b4d8d3317480f1db278a8f69957

Aliases

arxiv: 2504.13263 · arxiv_version: 2504.13263v2 · doi: 10.48550/arxiv.2504.13263 · pith_short_12: T44ENWPLFR5F · pith_short_16: T44ENWPLFR5FBPBW · pith_short_8: T44ENWPL

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/T44ENWPLFR5FBPBWGG6LLY2DPT \
  | 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: 9f3846d9eb2c7a50bc3631bcb5e3437ce5c39b4d8d3317480f1db278a8f69957

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "695fcdb654b75859bed3f47cb19d83bf48f1e091adb0b1bdb80a7ecac694f9f6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-17T18:05:39Z",
    "title_canon_sha256": "1391dd4877b58a7d8ed403e8979b66bc1b727f747f00a86de7cad8abd4b15638"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13263",
    "kind": "arxiv",
    "version": 2
  }
}