Pith Number

pith:EDVAROFN

pith:2025:EDVAROFNGNN2XTAR2B632QQTXM

not attested not anchored not stored refs pending

Causality can systematically address the monsters under the bench(marks)

Bernhard Sch\"olkopf, Felix Leeb, Zhijing Jin

arxiv:2502.05085 v1 · 2025-02-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EDVAROFNGNN2XTAR2B632QQTXM}

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

Training Large Language Models for Self-Explanation Faithfulness

Receipt and verification

First computed	2026-07-05T10:11:03.012999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20ea08b8ad335babcc11d07dbd4213bb0b7e4d1006fb4e10296d48c39a07bb0b

Aliases

arxiv: 2502.05085 · arxiv_version: 2502.05085v1 · doi: 10.48550/arxiv.2502.05085 · pith_short_12: EDVAROFNGNN2 · pith_short_16: EDVAROFNGNN2XTAR · pith_short_8: EDVAROFN

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/EDVAROFNGNN2XTAR2B632QQTXM \
  | 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: 20ea08b8ad335babcc11d07dbd4213bb0b7e4d1006fb4e10296d48c39a07bb0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0251e8dbfdf1406d936b969aa2f7dc4808dc4d5374524e2de9feb09f53186557",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T17:01:37Z",
    "title_canon_sha256": "8f37992a8dbee52a5848a85daaf8d29f770257a610dacb7699f54e74bbbdba39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05085",
    "kind": "arxiv",
    "version": 1
  }
}