Pith Number

pith:ZRGFKTTL

pith:2023:ZRGFKTTLAOM2EUPMRFW2QFTTDP

not attested not anchored not stored refs pending

Does Invariant Graph Learning via Environment Augmentation Learn Invariance?

Binghui Xie, Bo Han, James Cheng, Kaiwen Zhou, Yatao Bian, Yongqiang Chen

arxiv:2310.19035 v1 · 2023-10-29 · 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{ZRGFKTTLAOM2EUPMRFW2QFTTDP}

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	2026-07-05T07:06:45.078731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc4c554e6b0399a251ec896da816731bdfd3b90a72097d4cb907e2684de13efa

Aliases

arxiv: 2310.19035 · arxiv_version: 2310.19035v1 · doi: 10.48550/arxiv.2310.19035 · pith_short_12: ZRGFKTTLAOM2 · pith_short_16: ZRGFKTTLAOM2EUPM · pith_short_8: ZRGFKTTL

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/ZRGFKTTLAOM2EUPMRFW2QFTTDP \
  | 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: cc4c554e6b0399a251ec896da816731bdfd3b90a72097d4cb907e2684de13efa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ebde606f790338be4a1f55a14236ffc56a7fc00de061534116fbbb5619efbce",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-29T14:57:37Z",
    "title_canon_sha256": "ee9713cb8b99d911df509e6bbb9dce5c8ecba8dfff3092a37bf5ff3157acfa63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19035",
    "kind": "arxiv",
    "version": 1
  }
}