Pith Number

pith:QMPJRFCI

pith:2025:QMPJRFCIQ5M5B5IUXK4E45MNOT

not attested not anchored not stored refs pending

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning

Chi Man Vong, Chi Man Wong, Huajun Chen, Lingxiao Li, Mingyang Chen, Wen Zhang, Yin Hua, Zheng Fang, Zhiqiang Liu

arxiv:2505.21926 v1 · 2025-05-28 · cs.CL · 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{QMPJRFCIQ5M5B5IUXK4E45MNOT}

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	2026-07-05T11:11:06.034255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

831e9894488759d0f514bab84e758d74ca5dac183f086df1e70d44031944b263

Aliases

arxiv: 2505.21926 · arxiv_version: 2505.21926v1 · doi: 10.48550/arxiv.2505.21926 · pith_short_12: QMPJRFCIQ5M5 · pith_short_16: QMPJRFCIQ5M5B5IU · pith_short_8: QMPJRFCI

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/QMPJRFCIQ5M5B5IUXK4E45MNOT \
  | 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: 831e9894488759d0f514bab84e758d74ca5dac183f086df1e70d44031944b263

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96df4c8a5f95f0f7e2ea9f2a090646894606451f394f5a37c0492f940f201904",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-28T03:21:28Z",
    "title_canon_sha256": "51de20188e6530abd7cc92be1e5dc054f41c971d8815e406ba5bc87c7af41d73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21926",
    "kind": "arxiv",
    "version": 1
  }
}