Pith Number

pith:CTM4TSVV

pith:2025:CTM4TSVVDKKV43GQ4GCDKO273K

not attested not anchored not stored refs pending

A Survey on Knowledge-Oriented Retrieval-Augmented Generation

Bohou Zhang, Daoyu Wang, Enhong Chen, Huijie Liu, Jiawei Cao, Jie Ma, Jie Ouyang, Li Li, Mingyue Cheng, Qi Liu, Shuo Yu, Yucong Luo

arxiv:2503.10677 v2 · 2025-03-11 · 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{CTM4TSVVDKKV43GQ4GCDKO273K}

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

13 papers in Pith

Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering

Hybrid-IR: Dual-Path Hybrid Retrieval with Iterative Reasoning for Complex Medical Question Answering

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems

GRACE-RAG: Governed Retrieval Architecture for Canonical Evidence Synthesis, Enabling Lightweight Deployment in Closed-Domain Institutional Settings

When RAG Meets Query Planning: Logical Query Trees for Resolving Exploratory Reasoning Problems

Receipt and verification

First computed	2026-07-05T10:32:41.681274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14d9c9cab51a955e6cd0e184353b5fda97cd2e9374d3500ecaef5c78ce7f5499

Aliases

arxiv: 2503.10677 · arxiv_version: 2503.10677v2 · doi: 10.48550/arxiv.2503.10677 · pith_short_12: CTM4TSVVDKKV · pith_short_16: CTM4TSVVDKKV43GQ · pith_short_8: CTM4TSVV

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/CTM4TSVVDKKV43GQ4GCDKO273K \
  | 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: 14d9c9cab51a955e6cd0e184353b5fda97cd2e9374d3500ecaef5c78ce7f5499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b8a8fc58d525a5dc0bfc932b5160ab5e28960cc97984e2d365d5cf35d2041f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-11T01:59:35Z",
    "title_canon_sha256": "0dd221839afd21d8fa1192aab5cf0ba683888d5ad396537378a49c4b31174eb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10677",
    "kind": "arxiv",
    "version": 2
  }
}