Pith Number

pith:KGHFXV6G

pith:2023:KGHFXV6G7PYOAVXGNREAW4NZJY

not attested not anchored not stored refs pending

Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge

Abhin Shah, Karthikeyan Shanmugam, Murat Kocaoglu

arxiv:2306.11008 v1 · 2023-06-19 · cs.LG · stat.ME · 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{KGHFXV6G7PYOAVXGNREAW4NZJY}

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	2026-07-05T06:22:15.158644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

518e5bd7c6fbf0e056e66c480b71b94e1e5d3e93ccaf339ad802c3b34a1d0181

Aliases

arxiv: 2306.11008 · arxiv_version: 2306.11008v1 · doi: 10.48550/arxiv.2306.11008 · pith_short_12: KGHFXV6G7PYO · pith_short_16: KGHFXV6G7PYOAVXG · pith_short_8: KGHFXV6G

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/KGHFXV6G7PYOAVXGNREAW4NZJY \
  | 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: 518e5bd7c6fbf0e056e66c480b71b94e1e5d3e93ccaf339ad802c3b34a1d0181

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90b9dcf0d6bfd2d254dd726f04cc2fb4ea7493b25f6b214e2f27f16f72845af3",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-19T15:16:56Z",
    "title_canon_sha256": "2ad8baa0e458c5de4fb451a060d462b475df05d818cd37233ec54c1cfa78c7a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11008",
    "kind": "arxiv",
    "version": 1
  }
}