DATA FOUNDRY · SCHOLARLY CORPUS
Curated peer-reviewed scientific publications under public domain CC0.
A clean, verified partition of 10,000 scholarly works from OpenAlex, structured with authors, institutional affiliations, citation counts, and open-access links under CC0.
COMMERCIAL ACCESS
Verified Parquet archives + Claude MCP integration
- ✓ Verified Data Foundry Parquet partitions (zstd)
- ✓ Model Context Protocol (MCP) tool integration
- ✓ Metering: Inquire for Access
- ✓ Deterministic quality gate & hash verification
- ✓ Contractual commercial rights clearance
Quotes reviewed by systems engineering within 1 business day
COLUMN SPECIFICATIONS
Typed relational schema.
Columnar Parquet & DuckDB ready.
| Column Name | Data Type | Description |
|---|---|---|
work_id |
VARCHAR(32) | Canonical OpenAlex publication identifier |
doi |
VARCHAR(64) | Digital Object Identifier |
title |
VARCHAR(512) | Publication title |
publication_year |
INT16 | Year published |
cited_by_count |
INT32 | Total academic citations received |
open_access_pdf_url |
VARCHAR(256) | Verified open-access full-text URL |
SYSTEM STATUS & CAPABILITY BOUNDARIES
Engineering reality.
Verified operational features vs planned protocol capabilities.
Verified Operational Today
- ✓ Apache Parquet Partitions: Columnar archives (Zstandard compressed) with typed relational schemas.
- ✓ Zero-Copy Local Analytics: In-memory SQL exploration via DuckDB, Python Polars, and Arrow.
- ✓ Cryptographic Deduplication: SHA-256 release manifests and seen-keys ledger preventing record drift.
- ✓ Statutory Rights Clearance: 100% license-cleared provenance with statutory citations.
- ✓ Technical Quote Intake: Systems engineering review and schema sample verification.
Pilot & In-Specification Capabilities
- ◌ Remote MCP Streaming Adapter:
foundry_query_scientific_paperstool endpoint available under enterprise pilot agreements. - ◌ Automated Micro-Settlement: Agent-to-agent procurement and escrow via EXCHANGER (active protocol specification).
- ◌ Multi-Region Edge Replicas: Global Cloudflare R2 bucket replication currently in private validation.
VERIFIED SAMPLE RECORD
Inspect the raw payload.
Zero mocked fields.
{
"work_id": "W4389102485",
"doi": "https://doi.org/10.48550/arxiv.2401.02938",
"title": "DeepSeek LLM: Scaling Open-Source Language Models with Longtermism",
"publication_year": 2024,
"cited_by_count": 482,
"open_access": true
}
AGENT INTERFACE & MCP TOOL CONTRACT
Plug directly into Claude Code, Codex, and autonomous workflows.
Deterministic data retrieval.
Machine-Readable Contract
Direct dataset extraction is delivered via high-throughput columnar Apache Parquet. For autonomous assistants, ELYRAON provides standard Model Context Protocol (MCP) tool schemas and REST integration adapters with signed SHA-256 integrity receipts.
Adapter identifier: foundry_query_scientific_papers
Pricing status: Inquire for Access
Active MCP Endpoint: https://elyraon.com.co/agents/mcp (Host to live structural verification tools; metered dataset adapters available in scoped pilots).
{"tool": "foundry_query_scientific_papers", "arguments": {"concept": "Artificial Intelligence"}}
MACHINE-READABLE SPECIFICATIONS
Structured metadata for autonomous agents.
Zero scrapers, zero hallucinations.
{
"entity_id": "https://elyraon.com.co/datasets/scientific-papers-openalex/#dataset",
"catalog_id": "https://elyraon.com.co/datasets/#catalog",
"canonical_url": "https://elyraon.com.co/datasets/scientific-papers-openalex/",
"primary_format": "application/vnd.apache.parquet",
"compression": "zstd",
"ingestion_pipeline": "openalex_works.py",
"mcp_tool_name": "foundry_query_scientific_papers",
"license": "Creative Commons CC0 1.0 Universal (Public Domain Dedication)",
"duckdb_quickstart": "SELECT * FROM read_parquet('scientific-papers-openalex.parquet') LIMIT 5;"
}
WHY ELYRAON DATA FOUNDRY
Architectural contrast.
Built for engineering reality.
Pre-cleans and normalizes massive scholarly dumps into clean, lightweight Parquet partitions ready for LLM fine-tuning and RAG indexing.
Conventional Data Feeds
- Undetected socket drops during volatility
- Messy unstructured CSV/JSON with broken parsers
- Ambiguous copyright terms creating lawsuit liability
- Expensive multi-thousand dollar rigid contracts
ELYRAON Data Foundry
- Continuous quality gate reconciliation
- Clean, typed, content-addressed Apache Parquet
- 100% license-cleared provenance with statutory citations
- Clear request-quote pricing and cryptographic delivery verification
RELATED DATASETS & AGENT PLATFORM
Connected intelligence feeds.
Cross-domain discovery and autonomous infrastructure.
TECHNICAL FREQUENTLY ASKED QUESTIONS
Clear answers.
Engineering boundaries.
What is the exact inventory in this partition?
10,000 verified scholarly works with citation trees and open-access links.
Is this safe for commercial AI model pre-training?
Yes. OpenAlex metadata is CC0, eliminating copyright infringement risks.
Can RAG agents query paper metadata?
Yes. Easily indexed via DuckDB or vector databases for instant retrieval.
Can we scale this to millions of works?
Yes. Full OpenAlex snapshot ingestion (100M+ works) is available via custom Foundry syndication.
How do I request this dataset?
Submit an inquiry with your research parameters to receive instant access.