Pith Number

pith:KYJPGW73

pith:2019:KYJPGW734X2RXJIA2KSVMGPO4C

not attested not anchored not stored refs pending

Theory-based Causal Transfer: Integrating Instance-level Induction and Abstract-level Structure Learning

Hongjing Lu, Mark Edmonds, Siyuan Qi, Song-Chun Zhu, Xiaojian Ma, Yixin Zhu

arxiv:1911.11185 v1 · 2019-11-25 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYJPGW734X2RXJIA2KSVMGPO4C}

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	2026-07-05T00:22:07.201043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5612f35bfbe5f51ba500d2a55619eee0bea7d14279872b519f17ee7703b94f8b

Aliases

arxiv: 1911.11185 · arxiv_version: 1911.11185v1 · doi: 10.48550/arxiv.1911.11185 · pith_short_12: KYJPGW734X2R · pith_short_16: KYJPGW734X2RXJIA · pith_short_8: KYJPGW73

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/KYJPGW734X2RXJIA2KSVMGPO4C \
  | 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: 5612f35bfbe5f51ba500d2a55619eee0bea7d14279872b519f17ee7703b94f8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8f10ca31265d20a5ab42c61ce89e5e9b0e86877eadcd55a72a3cbb4ec239443",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-25T19:36:28Z",
    "title_canon_sha256": "5071abd6fc001326e1e5d3d538d55e567d334d58e9b8de20f18a4701e1573432"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.11185",
    "kind": "arxiv",
    "version": 1
  }
}