Pith Number

pith:6RQJVL5P

pith:2022:6RQJVL5PTJD2PEWEIBPU4GX6GH

not attested not anchored not stored refs pending

Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation

Devendra Singh Dhami, Jonas Seng, Kristian Kersting, Matej Ze\v{c}evi\'c

arxiv:2206.07195 v1 · 2022-06-14 · 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{6RQJVL5PTJD2PEWEIBPU4GX6GH}

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.

Cited by

1 paper in Pith

Iterative Causal Discovery: Per-Edge Impossibility Certificates, Tier-Aware Oracle Queries, and the $1+K$ Lower Bound

Receipt and verification

First computed	2026-07-05T04:32:01.986617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4609aafaf9a47a792c4405f4e1afe31d3b35edc048f3149957711475ff75bab

Aliases

arxiv: 2206.07195 · arxiv_version: 2206.07195v1 · doi: 10.48550/arxiv.2206.07195 · pith_short_12: 6RQJVL5PTJD2 · pith_short_16: 6RQJVL5PTJD2PEWE · pith_short_8: 6RQJVL5P

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/6RQJVL5PTJD2PEWEIBPU4GX6GH \
  | 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: f4609aafaf9a47a792c4405f4e1afe31d3b35edc048f3149957711475ff75bab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c8602c29cd2522b116fb6dd4e91fedeb83f7fc1edeb8b89c4f06374e16aa770",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-14T22:53:05Z",
    "title_canon_sha256": "81ba1f57eed4ca2fec887c1bc4ce5c03fd4414c84634c567428fc6f4815c2ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.07195",
    "kind": "arxiv",
    "version": 1
  }
}