Pith Number

pith:TJFN5OIA

pith:2024:TJFN5OIAPE6ZLD4HV2ZQOO7RJ4

not attested not anchored not stored refs pending

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Costas Mavromatis, George Karypis

arxiv:2405.20139 v1 · 2024-05-30 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{TJFN5OIAPE6ZLD4HV2ZQOO7RJ4}

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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

17 papers in Pith

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation

S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation

In-depth Analysis of Graph-based RAG in a Unified Framework

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:25:24.077931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a4adeb900793d958f87aeb3073bf14f1adc635a9b00c59e5d50dac3c5bac7d8

Aliases

arxiv: 2405.20139 · arxiv_version: 2405.20139v1 · doi: 10.48550/arxiv.2405.20139 · pith_short_12: TJFN5OIAPE6Z · pith_short_16: TJFN5OIAPE6ZLD4H · pith_short_8: TJFN5OIA

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/TJFN5OIAPE6ZLD4HV2ZQOO7RJ4 \
  | 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: 9a4adeb900793d958f87aeb3073bf14f1adc635a9b00c59e5d50dac3c5bac7d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e444f6aaf4890ca0244775378c17560c843b3a77b1491b77319068ea1ad71246",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-30T15:14:24Z",
    "title_canon_sha256": "aec847174885a13935dff26f2e33212b692c3aa564e62058bd2d0af48098d601"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20139",
    "kind": "arxiv",
    "version": 1
  }
}