Pith Number

pith:4NWAIE6I

pith:2026:4NWAIE6I4OIIYS7UGXPZHQSW4N

not attested not anchored not stored refs pending

Plain Transformers are Surprisingly Powerful Link Predictors

Donald Loveland, Jiliang Tang, Mingxuan Ju, Neil Shah, Quang Truong, Tong Zhao, Yu Song

arxiv:2602.01553 v2 · 2026-02-02 · 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{4NWAIE6I4OIIYS7UGXPZHQSW4N}

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	2026-06-01T01:02:31.480911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e36c0413c8e3908c4bf435df93c256e377f37d25927c12c8ca3a3b288c563ddd

Aliases

arxiv: 2602.01553 · arxiv_version: 2602.01553v2 · doi: 10.48550/arxiv.2602.01553 · pith_short_12: 4NWAIE6I4OII · pith_short_16: 4NWAIE6I4OIIYS7U · pith_short_8: 4NWAIE6I

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/4NWAIE6I4OIIYS7UGXPZHQSW4N \
  | 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: e36c0413c8e3908c4bf435df93c256e377f37d25927c12c8ca3a3b288c563ddd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e95ecd3d6761ad062105fba21580afdf5683910175d88f618aa9b3c9efd1da50",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T02:45:52Z",
    "title_canon_sha256": "d35bf2231737bcbdc488cf944750438a4a3790a5548a1c7eaa9c45ea3f09c425"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01553",
    "kind": "arxiv",
    "version": 2
  }
}