Pith Number

pith:5DZSOJ5F

pith:2025:5DZSOJ5FWQMU3QIONE4I7CQ3P7

not attested not anchored not stored refs pending

RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration

Frank McQuade (Bloc Digital), Hong Qing Yu (University of Derby)

arxiv:2503.13514 v1 · 2025-03-14 · cs.CL · cs.AI · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5DZSOJ5FWQMU3QIONE4I7CQ3P7}

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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

2 papers in Pith

Privacy-Preserving RAG via Multi-Agent Semantic Rewriting: Achieving Confidentiality Without Compromising Contextual Fidelity

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T10:33:50.831997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8f32727a5b4194dc10e69388f8a1b7fc42951d9d9748cc36e979d384307070c

Aliases

arxiv: 2503.13514 · arxiv_version: 2503.13514v1 · doi: 10.48550/arxiv.2503.13514 · pith_short_12: 5DZSOJ5FWQMU · pith_short_16: 5DZSOJ5FWQMU3QIO · pith_short_8: 5DZSOJ5F

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/5DZSOJ5FWQMU3QIONE4I7CQ3P7 \
  | 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: e8f32727a5b4194dc10e69388f8a1b7fc42951d9d9748cc36e979d384307070c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4518b9691bc696f09f599547cc5e3b19e28e779b13c2a6f39f06bd0475a3e3f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-14T11:50:16Z",
    "title_canon_sha256": "a0334a7f51f4af8e2a97aa50e20f9fa9ab471d2ec029256040f94442554468b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13514",
    "kind": "arxiv",
    "version": 1
  }
}