Pith Number

pith:4DM4LKLD

pith:2024:4DM4LKLDVT43DLDL3NORCR6HIM

not attested not anchored not stored refs pending

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation

Ge Zhang, Kaijing Ma, Ningxuan Lu, Qingkun Tang, Siyuan Fang, Tianyu Zheng, Xinrun Du

arxiv:2412.20995 v1 · 2024-12-30 · 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{4DM4LKLDVT43DLDL3NORCR6HIM}

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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

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning

TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering

Receipt and verification

First computed	2026-07-05T09:55:25.831468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0d9c5a963acf9b1ac6bdb5d1147c743206150187da024baee50c98612a3b1f2

Aliases

arxiv: 2412.20995 · arxiv_version: 2412.20995v1 · doi: 10.48550/arxiv.2412.20995 · pith_short_12: 4DM4LKLDVT43 · pith_short_16: 4DM4LKLDVT43DLDL · pith_short_8: 4DM4LKLD

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/4DM4LKLDVT43DLDL3NORCR6HIM \
  | 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: e0d9c5a963acf9b1ac6bdb5d1147c743206150187da024baee50c98612a3b1f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46c6bebe2a373370f53c9b10027cfecebfb46a58bc88939eab7c3d5cdd096d1e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-30T14:58:46Z",
    "title_canon_sha256": "82074ad8ea65a91e1ae9d8de2ae63d1f8f1d71900bc8842ae4e5793fe6495403"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20995",
    "kind": "arxiv",
    "version": 1
  }
}