Pith Number

pith:34DGAEYQ

pith:2022:34DGAEYQG5ZTWP7O4EW64X6MOQ

not attested not anchored not stored refs pending

Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength

Hanchen Xie, Jiageng Zhu, Wael AbdAlmageed

arxiv:2206.01802 v2 · 2022-06-03 · cs.LG · cs.AI · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{34DGAEYQG5ZTWP7O4EW64X6MOQ}

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	2026-07-05T05:13:56.220420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df0660131037733b3feee12dee5fcc74212bae1ef9cac7cb34c51c8d39f7bcca

Aliases

arxiv: 2206.01802 · arxiv_version: 2206.01802v2 · doi: 10.48550/arxiv.2206.01802 · pith_short_12: 34DGAEYQG5ZT · pith_short_16: 34DGAEYQG5ZTWP7O · pith_short_8: 34DGAEYQ

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/34DGAEYQG5ZTWP7O4EW64X6MOQ \
  | 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: df0660131037733b3feee12dee5fcc74212bae1ef9cac7cb34c51c8d39f7bcca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50892f733ffd2177c69243749b2bec310b9d12c6dd07000da459100b0f56e399",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-03T20:18:04Z",
    "title_canon_sha256": "451ff13a73987ab80198d576520d508882528595d7783046407996eb15466a7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01802",
    "kind": "arxiv",
    "version": 2
  }
}