Pith Number

pith:W2GAWQYI

pith:2024:W2GAWQYIAJMQ74GLUVJKVJJCP6

not attested not anchored not stored refs pending

Retrieval-Augmented Generation with Graphs (GraphRAG)

Amin Javari, Bo Long, Haoyu Han, Harry Shomer, Jiayuan Ding, Jiliang Tang, Kai Guo, Mahantesh Halappanavar, Neil Shah, Qi He, Ryan A. Rossi, Subhabrata Mukherjee, Tong Zhao, Xianfeng Tang, Yinglong Xia, Yongjia Lei, Yu Wang, Zhigang Hua

arxiv:2501.00309 v2 · 2024-12-31 · cs.IR · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W2GAWQYIAJMQ74GLUVJKVJJCP6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

20 papers in Pith

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge

Search-R3: Unifying Reasoning and Embedding in Large Language Models

Sentra-Guard: A Real-Time Multilingual Defense Against Adversarial LLM Prompts

UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough

Receipt and verification

First computed	2026-05-18T04:28:55.115820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b68c0b430802590ff0cba552aaa5227f9f2d65d7e74afa264c9966dfce8b4da3

Aliases

arxiv: 2501.00309 · arxiv_version: 2501.00309v2 · doi: 10.48550/arxiv.2501.00309 · pith_short_12: W2GAWQYIAJMQ · pith_short_16: W2GAWQYIAJMQ74GL · pith_short_8: W2GAWQYI

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/W2GAWQYIAJMQ74GLUVJKVJJCP6 \
  | 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: b68c0b430802590ff0cba552aaa5227f9f2d65d7e74afa264c9966dfce8b4da3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "184642171f7a256a2016939a35815dba51a1192ff3aa131baee5df4db06e93fc",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-31T06:59:35Z",
    "title_canon_sha256": "904f6610687da917b75703d923d26d07a87313e7d8454521079246ade9bcc104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00309",
    "kind": "arxiv",
    "version": 2
  }
}