Pith Number

pith:W7JZQQK3

pith:2025:W7JZQQK3AWKAUOAJAR7HGKFYX2

not attested not anchored not stored refs pending

Learning Causal Structure Distributions for Robust Planning

Alejandro Murillo-Gonzalez, Junhong Xu, Lantao Liu

arxiv:2508.06742 v1 · 2025-08-08 · cs.RO · cs.AI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7JZQQK3AWKAUOAJAR7HGKFYX2}

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	2026-07-05T11:51:05.923598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7d398415b05940a3809047e7328b8bea066f54b7e606e38439cbeac7e5bd976

Aliases

arxiv: 2508.06742 · arxiv_version: 2508.06742v1 · doi: 10.48550/arxiv.2508.06742 · pith_short_12: W7JZQQK3AWKA · pith_short_16: W7JZQQK3AWKAUOAJ · pith_short_8: W7JZQQK3

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/W7JZQQK3AWKAUOAJAR7HGKFYX2 \
  | 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: b7d398415b05940a3809047e7328b8bea066f54b7e606e38439cbeac7e5bd976

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ac06ec3e383aa6b46ebc8a12d85b27757f4aa0478b78880fd13095dff39653a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-08-08T22:43:17Z",
    "title_canon_sha256": "3071bcb12f96bdf391796eca2ab877930b790dd8b61d62bd0f7bf488878bada6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06742",
    "kind": "arxiv",
    "version": 1
  }
}