Pith Number

pith:RLEN4U2B

pith:2026:RLEN4U2BUHSU33HRHIQJ7ZORN4

not attested not anchored not stored refs pending

Latent Confounded Causal Discovery via Lie Bracket Geometry

Sridhar Mahadevan

arxiv:2606.19610 v1 · 2026-06-17 · 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{RLEN4U2BUHSU33HRHIQJ7ZORN4}

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	2026-06-19T16:12:30.126228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ac8de5341a1e54decf13a209fe5d16f0dda920c8f78f50414ef9c33abb9c44c

Aliases

arxiv: 2606.19610 · arxiv_version: 2606.19610v1 · doi: 10.48550/arxiv.2606.19610 · pith_short_12: RLEN4U2BUHSU · pith_short_16: RLEN4U2BUHSU33HR · pith_short_8: RLEN4U2B

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/RLEN4U2BUHSU33HRHIQJ7ZORN4 \
  | 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: 8ac8de5341a1e54decf13a209fe5d16f0dda920c8f78f50414ef9c33abb9c44c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b87902e7c1c0f36eb1df00328decc66ddb72cc652012da0817045a5e23a22a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T21:31:16Z",
    "title_canon_sha256": "10ce15f4fa5f8c56e698a3a78ebafd482641dcefc867414151c495e07e1047e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19610",
    "kind": "arxiv",
    "version": 1
  }
}