Pith Number

pith:C24SHQVG

pith:2026:C24SHQVG4CRTWXZSJHRN4OPDKN

not attested not anchored not stored refs pending

Causal Modeling of Selection in Evolution

Haoyue Dai, Kun Zhang, Peter Spirtes, Zeyu Tang

arxiv:2606.05689 v1 · 2026-06-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C24SHQVG4CRTWXZSJHRN4OPDKN}

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	2026-06-05T01:14:59.386199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16b923c2a6e0a33b5f3249e2de39e3537546842b54a1228f81e8d9be1b9932e9

Aliases

arxiv: 2606.05689 · arxiv_version: 2606.05689v1 · doi: 10.48550/arxiv.2606.05689 · pith_short_12: C24SHQVG4CRT · pith_short_16: C24SHQVG4CRTWXZS · pith_short_8: C24SHQVG

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/C24SHQVG4CRTWXZSJHRN4OPDKN \
  | 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: 16b923c2a6e0a33b5f3249e2de39e3537546842b54a1228f81e8d9be1b9932e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de19c660bdb6044558612e70cd9c0b6e2290ccf11737014a9b3bc275296e0c5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T04:16:06Z",
    "title_canon_sha256": "8f55ae4c2dcb11a06aecd53f54d845464af28a3dda78c69efb40dd0c9cad8fb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05689",
    "kind": "arxiv",
    "version": 1
  }
}