Pith. sign in
Pith Number

pith:XCYYJOKO

pith:2022:XCYYJOKOPW7CQMQPT42RSI7EU5
not attested not anchored not stored refs pending

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer

Feiyu Xiong, Huajun Chen, Hui Chen, Mosha Chen, Ningyu Zhang, Shumin Deng, Xin Xie, Zhoubo Li

arxiv:2202.02113 v7 · 2022-02-04 · cs.CL · cs.AI · cs.DB · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XCYYJOKOPW7CQMQPT42RSI7EU5}

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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 2026-07-05T05:50:38.834399Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b8b184b94e7dbe28320f9f351923e4a76f6a61330e4d40025b068950e693fbd6

Aliases

arxiv: 2202.02113 · arxiv_version: 2202.02113v7 · doi: 10.48550/arxiv.2202.02113 · pith_short_12: XCYYJOKOPW7C · pith_short_16: XCYYJOKOPW7CQMQP · pith_short_8: XCYYJOKO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XCYYJOKOPW7CQMQPT42RSI7EU5 \
  | 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: b8b184b94e7dbe28320f9f351923e4a76f6a61330e4d40025b068950e693fbd6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e3239b77a8e8711b547931b2eab95d8c7db0aa149e20b98a7e2c8005e32309fc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-04T12:52:32Z",
    "title_canon_sha256": "aea4de1a51724df4885847eb015458cc38e012b43e3a7c6df5c21bdcfda6067c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.02113",
    "kind": "arxiv",
    "version": 7
  }
}