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Ontology Engineering

The formal track. Everything the first course had to leave out, at the depth where you can defend it.

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This is the companion to Ontology & Fabric IQ, written for someone who already models and now wants the formal apparatus. Every page opens on a claim you thought was settled, states the real result with its actual notation, then hands you a demonstration you can run yourself.

  1. Take the first course first

    These pages assume you can already define an entity, bind it, and read a graph. If any of that is new, read Ontology & Fabric IQ first. Nothing here re-teaches it.

  2. Notation is glossed, never bare

    Where a result needs real logic notation, you get the notation and a plain sentence saying what it means. Read both. The notation is what makes the claim checkable; the sentence is what makes it sayable out loud.

  3. Run every set piece

    Each page carries one interactive demonstration built to change your mind in under a minute. They are the point of the track, not decoration. Several of them contradict something the page just let you assume.

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Part 1 — What an ontology is

Foundations · 0/3 learned

Three chapters, no assumed knowledge. By the end you can say what the word means and defend it.

  1. 1. What an ontology really is

    Foundations

    The famous one-line definition, taken apart word by word, using a warehouse you can picture.

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  2. 2. The ontology spectrum

    Foundations

    A list, a taxonomy, and an ontology are different things. Here is the ladder, and where most projects stop.

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  3. 3. What your model says exists

    Foundations

    Every model quietly claims some things are real and others are not. Learn to read that claim.

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Part 2 — Things

Foundations · 0/5 learned

Five chapters on the hardest question in modeling: what counts as one thing, and how to prove you got it right.

  1. 4. The biggest boxes

    Formal ontology

    Before your Customer and your Freezer, there are a handful of categories everything falls into. Knowing them saves you from arguments.

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  2. 5. Four questions to ask about any class

    Formal ontology

    Can a thing stop being one of these and survive? Four questions like that, and they settle arguments that used to take hours.

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  3. 6. Checking a hierarchy

    Formal ontology

    Turn the four questions into four rules, run them over a real hierarchy, and watch two lines fail.

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  4. 7. Kinds, roles, and phases

    Formal ontology

    Customer is not a kind of thing. It is a role. Getting this wrong creates duplicate people, and here is exactly how.

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  5. 8. Identity is not a primary key

    Formal ontology

    A key tells the database which row. An identity criterion tells you which thing. They are not the same, and the gap is where master data breaks.

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