Pith Number

pith:5MYJHULE

pith:2024:5MYJHULEKVSAG2TCYBBBRE2HY3

not attested not anchored not stored refs pending

A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning

Chengwu Liu, Gongbo Sun, Jingyang Yuan, Ming Zhang, Siqi Li, Ye Yuan

arxiv:2408.05141 v3 · 2024-08-09 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MYJHULEKVSAG2TCYBBBRE2HY3}

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

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

3 papers in Pith

DEFENGRAPH: Knowledge Graph-Enhanced LLMs for Blue Team Cyber Defense

Tug-of-War within A Decade: Conflict Resolution in Vulnerability Analysis via Teacher-Guided Retrieval-Augmented Generations

CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG

Receipt and verification

First computed	2026-07-05T09:01:37.268971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb3093d1645564036a62c042189347c6e8c93f641e9a3984c38cf3ed7712645d

Aliases

arxiv: 2408.05141 · arxiv_version: 2408.05141v3 · doi: 10.48550/arxiv.2408.05141 · pith_short_12: 5MYJHULEKVSA · pith_short_16: 5MYJHULEKVSAG2TC · pith_short_8: 5MYJHULE

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/5MYJHULEKVSAG2TCYBBBRE2HY3 \
  | 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: eb3093d1645564036a62c042189347c6e8c93f641e9a3984c38cf3ed7712645d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0da788991ddf4111b9863da7ab7c0188d90102e08344d3027e80ea30a341f9d",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-09T15:53:55Z",
    "title_canon_sha256": "57f3399420bf9e31964505631f3dd6aa06d4c062bbd9f201008dcc4999effb0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05141",
    "kind": "arxiv",
    "version": 3
  }
}