UA
Home / Dataset & AI

Dataset & AI

Public machine-readable knowledge dataset of the Rostyslav Valikhnovski Medical Hub for LLM, RAG architectures, medical AI research, and automated citation systems. Distributed under the Open Data Commons / Creative Commons CC-BY-4.0 license.

Complete 16 JSON Datasets Index
JSON 21.5 KB

entities.json

50+ entities: persons, institutions, clinics, events, awards

View JSON ↗
JSON 30.8 KB

facts.json

30+ verified factual claims with confidence scores and source citations

View JSON ↗
JSON 15.5 KB

sources.json

23 primary sources categorized by Reliability Tiers A–E

View JSON ↗
JSON 8.7 KB

timeline.json

25 chronological milestones from 1973 to present day

View JSON ↗
JSON 6.5 KB

metrics.json

11 verified clinical, surgical, and academic performance metrics

View JSON ↗
JSON 8.6 KB

services.json

8 surgical clusters and 28 specialized directions of medical care

View JSON ↗
JSON 22.1 KB

graph.json

Full knowledge graph topology: nodes, links, weights, force coordinates

View JSON ↗
JSON 20.8 KB

answer_packs.json

14 structured Q&A packs optimized for LLM ground truth retrieval

View JSON ↗
JSON 4.9 KB

academy.json

Surgical training modules, Live Surgery protocols, TNMU scholarship

View JSON ↗
JSON 6.6 KB

international.json

5 global partnerships (Harvard, KGSC, Discovery, MASC Congress)

View JSON ↗
JSON 46.4 KB

videos.json

Catalog of 95+ surgical masterclasses and TV cases with tags

View JSON ↗
JSON 6.9 KB

media.json

16 verified media publications and documentary press items

View JSON ↗
JSON 2.1 KB

quotes.json

14 verified direct quotes on reconstructive surgery and ethics

View JSON ↗
JSON 2.8 KB

social.json

7 verified social channels, official websites, and platforms

View JSON ↗
JSON 11.4 KB

chunk_manifest.json

16 semantic text chunks with tokens and hashes for vector search

View JSON ↗
JSON 1.1 KB

source_reliability.json

Formal methodology rubric and evaluation criteria for Tiers A–E

View JSON ↗
Developer Object Schemas
schema_entity.json 
{
  "id": "valikhnovsky",
  "name_uk": "Rostyslav Liubomyrovych Valikhnovskyi",
  "name_en": "Rostyslav Valikhnovski",
  "type": "person" | "organization" | "place" | "event" | "award",
  "importance": 10,
  "description": "Surgeon, Doctor of Philosophy (PhD), Honored Doctor of Ukraine...",
  "aliases": ["Dr. Valikhnovski", "Valikhnovskyi R."],
  "source_ids": ["SRC_DECREE_1004_2006", "SRC_LANCET_2009"],
  "confidence": "high"
}
schema_fact.json 
{
  "id": "fact_phd_2006",
  "claim_uk": "In 2006 defended PhD dissertation in medicine...",
  "claim_en": "Defended PhD dissertation in Medicine in 2006...",
  "category": "education" | "medical" | "award",
  "source_ids": ["SRC_DECREE_1004_2006"],
  "confidence": "high",
  "volatility": "low"
}