Access Verified MRO Product Data and Classification Templates

Our curated Reference Data Catalog provides verified product data, standardized classification templates, and the SemFact Schema — everything you need to build and maintain a world-class material master.

What Is the Reference Data Catalog?

The Reference Data Catalog is MaterialMaster's curated repository of verified MRO product data, classification taxonomies, and rendering templates. It serves as the foundation for all our cleansing, enrichment, and classification services.

Verified Product Data

Over 10 million verified MRO product records from thousands of manufacturers. Each record includes standardized descriptions, validated part numbers, and current manufacturer information.

Classification Taxonomies

Complete mapping tables for UNSPSC, eClass, eOTD, and GS1 standards. Pre-built cross-reference tables enable multi-standard classification from a single source.

Rendering Templates

Standardized output formats that ensure consistent descriptions, abbreviations, and attribute presentation across your entire material master.

The SemFact Schema

A Proprietary Data Model Built for MRO

The SemFact Schema is our purpose-built data model for describing MRO materials. Unlike generic product schemas, it captures the specific attributes, relationships, and validation rules that matter for maintenance, repair, and operations.

  • Class-specific attribute definitions with data types and validation rules
  • Hierarchical inheritance — child classes inherit parent attributes
  • Manufacturer-product-part number relationship mapping
  • Unit of measure conversion tables and equivalencies
  • Cross-reference links between classification standards

Example: Bearing, Ball, Deep Groove

Noun
BEARING
Modifier
BALL, DEEP GROOVE
Bore Diameter
25 MM
Outside Diameter
52 MM
Width
15 MM
Seal Type
2RS (Contact Seal)
ABEC Rating
ABEC 1
Material
Chrome Steel (AISI 52100)
MPN
6205-2RS
Manufacturer
SKF

Rendering Templates

Control exactly how your material data appears in descriptions, exports, and reports.

Abbreviation Rules

Define approved abbreviations for your organization. The rendering engine automatically applies consistent abbreviation rules across all descriptions — VLVE for Valve, BRG for Bearing, SS for Stainless Steel.

Capitalization & Formatting

Configure output formatting standards: ALL CAPS, Title Case, or Sentence case. Control precision display for measurements, date formats, and special character handling.

Unit Conversion

Automatic unit conversion between metric and imperial measurements. Render the same item in millimeters for one facility and inches for another, from a single source record.

Translation Services

Support multi-language operations with pre-translated terminology and custom translation services.

Pre-Translated Term Libraries

Our reference catalog includes pre-translated terms for common MRO materials in 12+ languages. Nouns, modifiers, and attribute values are translated by domain experts, not machine translation.

Custom Terminology

Define organization-specific terms and their translations. Your custom dictionary is maintained alongside the standard library and applied automatically during rendering.

Multi-Language Support

Generate material descriptions in multiple languages from a single source record. Each language version follows the same structural rules and formatting standards.

Data Adoption Program

Connect manufacturers directly with data consumers to keep material descriptions accurate and current.

The Data Adoption Program creates a direct link between manufacturers and the organizations that use their products. Manufacturers maintain their own product data in the Reference Data Catalog, ensuring that descriptions, specifications, and part numbers are always current.

  • Manufacturers update product data directly in the catalog
  • Changes propagate automatically to all adopting organizations
  • Reduced research burden — data comes from the authoritative source
  • Supply chain accuracy improves as product changes are reflected in real time

For Manufacturers

Join the Data Adoption Program to ensure your customers always have accurate product data. Reduce support inquiries caused by outdated specifications and incorrect part numbers.

Learn More

Class Templates

Structured attribute definitions ensure consistency across your material master.

Mandatory vs. Optional Attributes

Each class template defines which attributes are required and which are optional. Mandatory attributes ensure minimum data quality standards are met for every record.

Industry-Specific Templates

Pre-built templates for common MRO categories: rotating equipment, electrical, instrumentation, piping, safety, and more. Each template reflects industry best practices.

Inheritance Model

Child classes automatically inherit attributes from parent classes. A 'Bearing, Ball' class inherits all generic 'Bearing' attributes and adds ball-bearing-specific fields.

Ready to Transform Your MRO Data?

Get started with a free data assessment. Our team will analyze a sample of your material master and show you exactly what we can improve.