Pith Number

pith:NSI4TJ4S

pith:2022:NSI4TJ4S6ZOVOFNUO7ABJXW3GN

not attested not anchored not stored refs pending

Using Graph Algorithms to Pretrain Graph Completion Transformers

Bahare Fatemi, Christopher Pal, David Vasquez, Jonathan Pilault, Michael Galkin, Perouz Taslakian

arxiv:2210.07453 v2 · 2022-10-14 · 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{NSI4TJ4S6ZOVOFNUO7ABJXW3GN}

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	2026-07-05T05:54:55.502994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c91c9a792f65d5715b477c014dedb336f5e61af53b5ed67aa4b63bad95d3abd

Aliases

arxiv: 2210.07453 · arxiv_version: 2210.07453v2 · doi: 10.48550/arxiv.2210.07453 · pith_short_12: NSI4TJ4S6ZOV · pith_short_16: NSI4TJ4S6ZOVOFNU · pith_short_8: NSI4TJ4S

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/NSI4TJ4S6ZOVOFNUO7ABJXW3GN \
  | 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: 6c91c9a792f65d5715b477c014dedb336f5e61af53b5ed67aa4b63bad95d3abd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6832e3140f04c641914e0c9acd41fa88c035d81cd114b2ecab30e4f5d5b87b1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-14T01:41:10Z",
    "title_canon_sha256": "9263b03c0133c187fe676223ac100c171580cdfd6f3f9339caade8051d148fdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07453",
    "kind": "arxiv",
    "version": 2
  }
}