Pith Number

pith:EOTDAWDM

pith:2012:EOTDAWDMDGPGG4FV4PFUCRBGPV

not attested not anchored not stored refs pending

Identifiability of Causal Graphs using Functional Models

Bernhard Schoelkopf, Dominik Janzing, Jonas Peters, Joris Mooij

arxiv:1202.3757 v1 · 2012-02-14 · cs.LG · 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{EOTDAWDMDGPGG4FV4PFUCRBGPV}

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

Factored Causal Representation Learning for Robust Reward Modeling in RLHF

Receipt and verification

First computed	2026-05-18T04:02:03.029909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23a630586c199e6370b5e3cb4144267d55004f44da57602b5a8a27f01269bc81

Aliases

arxiv: 1202.3757 · arxiv_version: 1202.3757v1 · doi: 10.48550/arxiv.1202.3757 · pith_short_12: EOTDAWDMDGPG · pith_short_16: EOTDAWDMDGPGG4FV · pith_short_8: EOTDAWDM

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/EOTDAWDMDGPGG4FV4PFUCRBGPV \
  | 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: 23a630586c199e6370b5e3cb4144267d55004f44da57602b5a8a27f01269bc81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "336620677d86e0d2201bf22b257e58d7e45529bc813f76b71fb31814762bc490",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-02-14T16:41:17Z",
    "title_canon_sha256": "3f018c1b770c629bfa87056e8a533306cc07f4dade39c263527e3a3481046933"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1202.3757",
    "kind": "arxiv",
    "version": 1
  }
}