Pith Number

pith:WGNYOXNU

pith:2026:WGNYOXNUBJ6SQ7AW4JWAM7URFX

not attested not anchored not stored refs pending

A Dialogue between Causal and Traditional Representation Learning: Toward Mutual Benefits in a Unified Formulation

Gongxu Luo, Guangyi Chen, Kun Zhang, Shaoan Xie, Yan Li, Yuewen Sun, Yunlong Deng

arxiv:2605.21058 v1 · 2026-05-20 · 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{WGNYOXNUBJ6SQ7AW4JWAM7URFX}

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	2026-05-21T01:05:34.497880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b19b875db40a7d287c16e26c067e912dc6cdf4680261d5c46b5e17cd4825f219

Aliases

arxiv: 2605.21058 · arxiv_version: 2605.21058v1 · doi: 10.48550/arxiv.2605.21058 · pith_short_12: WGNYOXNUBJ6S · pith_short_16: WGNYOXNUBJ6SQ7AW · pith_short_8: WGNYOXNU

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/WGNYOXNUBJ6SQ7AW4JWAM7URFX \
  | 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: b19b875db40a7d287c16e26c067e912dc6cdf4680261d5c46b5e17cd4825f219

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e681046f3bb5d6b0dba58326193ffb8a16a55bc511042e226c08eb221af7e46e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T11:43:46Z",
    "title_canon_sha256": "64fba7c7aea8e5a902c98c3e0061feabfd66f11f858a2e3dc6cef23c11d7473b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21058",
    "kind": "arxiv",
    "version": 1
  }
}