Pith Number

pith:F5HWUUQ5

pith:2025:F5HWUUQ5O5G5AYSCTKDLAGMMHD

not attested not anchored not stored refs pending

Reasoning of Large Language Models over Knowledge Graphs with Super-Relations

Julian Shun, Jundong Li, Junhong Lin, Song Wang, Xiaojie Guo, Yada Zhu

arxiv:2503.22166 v1 · 2025-03-28 · 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{F5HWUUQ5O5G5AYSCTKDLAGMMHD}

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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.

Cited by

1 paper in Pith

Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:40:48.631428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f4f6a521d774dd062429a86b0198c38e2ba4ab1b5c25573dde7792c9709ce5d

Aliases

arxiv: 2503.22166 · arxiv_version: 2503.22166v1 · doi: 10.48550/arxiv.2503.22166 · pith_short_12: F5HWUUQ5O5G5 · pith_short_16: F5HWUUQ5O5G5AYSC · pith_short_8: F5HWUUQ5

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/F5HWUUQ5O5G5AYSCTKDLAGMMHD \
  | 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: 2f4f6a521d774dd062429a86b0198c38e2ba4ab1b5c25573dde7792c9709ce5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b6cb5dc235c3c7e89609da8bb19f58c6ab37279950e13ca43610c18c0c1ff0b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-28T06:11:04Z",
    "title_canon_sha256": "73349a5c174585d307bcbabd460b76e84d2963f6e3f2aae8a0610a458bb6006e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22166",
    "kind": "arxiv",
    "version": 1
  }
}