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Lesson · Arguments and Validity · Propositional logic

Consistency and Belief Sets

A set of sentences is consistent when some row makes every one of them true. When no row does, the set is inconsistent, and the smallest subset that already fails is the place to look. That subset says that something must go. It does not say what.

consistent: some row makes all of them true a model is a row where every sentence holds inconsistent: no such row exists the smallest subset that cannot all be true it says one must go, never which one
Beliefs that cannot all be true

Core ideas

What this lesson establishes

An argument has a conclusion to test. A set of beliefs has none, and the question changes from whether something follows to whether the sentences can live together.

1

A model is a row where everything holds

Take the table over the simple sentences in the set. A row that makes every member true is a model. A set with at least one model is consistent; a set with none is inconsistent. Counting the models says how much the set leaves open.

2

An inconsistent set is a valid argument in disguise

Put a conclusion's denial beside the premises. If the result has no model, no row makes the premises true and the conclusion false, which is validity. Testing an argument and testing a belief set are the same table read two ways.

3

The smallest failing subset is the diagnosis

Remove sentences until the rest can all be true. A subset that cannot all be true, and becomes possible when any member is removed, is a minimal inconsistent subset. It marks where the trouble is, and nothing in it marks which member is the false one.

The material

Can they all be true together?

The test is the table of “Validity by Truth Table”, run on a set instead of an argument.

Definition · Consistency

A set of sentences is consistent when at least one row of its table makes every member true. Such a row is a model of the set. A set with no model is inconsistent.

Start with the smallest interesting case. The set contains p → q, p and ¬q. Read the three together: if the first two hold, q must hold, and the third denies it. This is modus ponens with its conclusion turned into a premise, and the table shows that no row survives.

p q | p → q p ¬q --------------------------- T T | T T F T F | F T T F T | T F F F F | T F T

Every row has a false cell, so there is no model and the set is inconsistent. The lab reports this as zero rows of four. Note what kind of fact this is. No pair of these sentences contradicts another: p → q with p is fine, p with ¬q is fine, and p → q with ¬q is fine. The trouble appears only when all three are held at once.

Definition · Minimal inconsistent subset

A subset that cannot all be true, and that becomes possible when any one member is removed, is a minimal inconsistent subset. A set may have several. The lab reports the smallest, and among those of equal size the one that comes first by sentence number.

Sentences outside the minimal subset are innocent of this particular failure. Add q → r to the set above and the smallest failing subset is still the first three. Added sentences cannot repair an inconsistency, because every row that fails already fails.

Now the part that matters for philosophy. An inconsistent set tells you that at least one member is false. It does not tell you which. In the four-sentence set p → q, q → r, p, ¬r the lab lets you give up each sentence in turn, and each time exactly one model appears:

give up model that appears ----------------------------------- 1 p → q p=T q=F r=F 2 q → r p=T q=T r=F 3 p p=F q=F r=F 4 ¬r p=T q=T r=T

All four repairs work, and they describe four different worlds. Which to choose is a question about the sentences themselves: how much you trust each, what each costs to lose, what else depends on it. The table is neutral. That neutrality is why a skeptic's valid argument forces a choice and cannot make it.

Consistency is also weaker than truth. The set p ∨ q, ¬p, q → r is consistent, with one model, p false and q and r true. That means the three sentences could all be true. Whether they are is again a question about the world, which no lab here answers.

Interactive

Consistency and what must go

Every model, and every minimal inconsistent subset

Can they all be true together?a model makes every kept sentence true; a minimal inconsistent subset has none
TF

Method

Testing a set of beliefs

Four steps. The last is a judgement, and the lab stops before it.

1

Write each belief as a sentence over simple letters

Use one letter per simple claim and the same letter every time the claim recurs. A letter used for two different claims manufactures an inconsistency that was never there.

2

Look for a model

Find a row that makes every sentence true. If you find one, the set is consistent and you can stop: that one row is the whole proof.

3

If none exists, find the smallest failing subset

Give up each sentence in turn, or try subsets by size. The smallest subset that fails is where the incompatibility lives.

4

Choose what to give up on other grounds

Any member of a minimal subset can be dropped to restore consistency. Pick by which you have most reason to doubt, and say what the choice costs.

Models and minimal subsets

Score 0 / 0

The alarm that did not wake her

Let p be “the alarm was set”, q “the alarm rang” and r “she woke”. Four beliefs: if it was set it rang; if it rang she woke; it was set; she did not wake.

1. p → q if it was set, it rang 2. q → r if it rang, she woke 3. p it was set 4. ¬r she did not wake models: 0 of 8 smallest subset: {1, 2, 3, 4}

Chain the first three: set, so rang, so woke. The fourth denies the last link. No smaller subset fails, because giving up any one of the four leaves a possible world, and the table above lists all four. If the alarm was not set the story is one thing; if it rang without waking her, another; if she did wake, a third. The lab has shown that the beliefs cannot stand together and has not said which is false.

Common mistakes

1
Looking for the false sentence in an inconsistent setThe set p → q, p, ¬q has no model, but its table shows no sentence marked as the culprit: giving up any one of the three leaves a model. “At least one is false” is all the inconsistency proves. Which to give up is decided by the weight of the reasons for each, and that is the work philosophy does.
2
Expecting an inconsistent set to contain a pair that contradictEvery pair drawn from p → q, p, ¬q is consistent. The conflict needs all three, and a larger set can need more. This is why a belief system can be inconsistent while every belief in it looks fine beside its neighbours.
3
Reading “consistent” as “true”A consistent set has a model, a row, and a row is a description of a possible case. The set may be false of the actual world in every member. The lab checks that the beliefs could all be true; it cannot check that they are.

Check your understanding

✓
Finish when you can produce the model, or the failing subset.

Given a set of up to four sentences over three letters, either write a row that makes all of them true or name the smallest subset that cannot all be true, and say what that subset does and does not tell you about which belief to give up.

Note: The lab lists every model and every minimal subset by trying them all, so it takes at most eight sentences over six letters. The same test returns in Knowledge and Evidence, where the regress of justification is set out as an inconsistent set with four ways out.

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