Saturday, May 30, 2026

PAPER REV. 2: PRIMARY KEYS - A NEW UNDERSTANDING



 

Table of Contents

Introduction

1. Entities, Properties, Names, and Identifiability

2. Relational Representation

3. Kinds of Keys

3.1. Candidate, Primary, and Alternate Keys

3.2. Natural and Surrogate Keys

4. Primary Formal Mandate

5. Primary Key Designation

6. Primary Keys and Performance

6.1. Indexes

Conclusion

Appendix: Primary Keys, Duplicates and SQL

 

 

Friday, May 22, 2026

MEANING AND THE DATA MODEL



 Recently I participated in a LinkedIn exchange initiated by the following statement:

 

“First-Order Predicate Logic is quietly breaking enterprise semantics. FOPL assumes meaning can be expressed as predicates applied to entities:

     subject → predicate → object

That works beautifully in theory. It fails in practice. Because the predicate is where ambiguity hides. So you can build vast semantic graphs where:
– entities carry multiple meanings
– predicates encode multiple dimensions
– relationships look precise but aren’t disjoint

It scales connections. Not clarity.” –Robert Vane

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