Pith Number

pith:M26AW5WN

pith:2022:M26AW5WNT2M6EXI7GZMAX7BVUO

not attested not anchored not stored refs pending

A Survey of Deep Causal Models and Their Industrial Applications

Siwei Qiang, Xiaobo Guo, Zongyu Li

arxiv:2209.08860 v6 · 2022-09-19 · stat.ML · 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{M26AW5WNT2M6EXI7GZMAX7BVUO}

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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.

Cited by

1 paper in Pith

TRACE: Temporal Reasoning over Context and Evidence for Activity Recognition in Smart Homes

Receipt and verification

First computed	2026-07-05T08:21:36.772015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66bc0b76cd9e99e25d1f36580bfc35a3b654b2cdb4336ed235511081ea9df82a

Aliases

arxiv: 2209.08860 · arxiv_version: 2209.08860v6 · doi: 10.48550/arxiv.2209.08860 · pith_short_12: M26AW5WNT2M6 · pith_short_16: M26AW5WNT2M6EXI7 · pith_short_8: M26AW5WN

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/M26AW5WNT2M6EXI7GZMAX7BVUO \
  | 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: 66bc0b76cd9e99e25d1f36580bfc35a3b654b2cdb4336ed235511081ea9df82a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95a05f2168645f3c67cf37ab5cef10f59c1f88785ee8f8b146ab9027ebe101df",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-09-19T09:05:05Z",
    "title_canon_sha256": "49b1b06cc2716e5d82f753a7aa37c716df0923e0eaa3710fd9b1c160b9c3c346"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.08860",
    "kind": "arxiv",
    "version": 6
  }
}