Chapter 16: Resolve the Paradox

Chapter 16: Resolve the Paradox

Chapter 16: Resolve the Paradox

The job: Fix It or Break It. Two facts seem to clash. Find the answer that lets both be true and explains how the surprising situation arose.
Frequency: roughly 1 to 2 per section. Difficulty: low to medium.

What this question type asks

Resolve the Paradox is the friendliest member of the Fix-It-or-Break-It family, and the only one where you are not handed an argument. The stimulus is a fact set: two statements presented as true, with no conclusion drawn. The catch is that the two facts seem like they cannot both hold. One fact sets up an expectation, and the other fact violates it. The test calls this an apparent paradox, a discrepancy, or a conflict.

Notice the word apparent. There is no real contradiction here. Both facts are true, and the test tells you so. Your job is not to pick a winner or to disprove either side. Your job is to find the missing piece of the story, the fact that, once you know it, makes the surprise dissolve. The right answer is a new fact that lets you say, “Oh, that’s why both of those can be true at once.”

A diagram titled 'Resolve the paradox: let both facts stand.' At the top are two white boxes side by side. The left box reads 'Surprising fact A, true, but seems to clash with B'; the right box reads 'Surprising fact B, also true, yet seems to clash with A.' Between them sits a large orange '?!' with arrows pointing from each box toward it, showing the apparent conflict. Two green lines drop from the two facts down into a single green box labeled 'The resolving fact: a new piece that makes A and B both true at once, with no contradiction.' Below, a caption reads: 'The answer adds information. It never picks a side or denies fact A or fact B.' A final italic line warns: 'Trap answers deepen the mystery, or explain only one of the two facts.'
The correct answer is a new fact added beneath the two clashing facts that lets both stand true at once, rather than denying either one.

Because the stimulus contains no argument, you are not hunting for a conclusion, a gap, or a flaw. Do not force one. If you catch yourself looking for the author’s opinion, stop. There isn’t one. There are two facts and a feeling of “wait, how can both of those be so?” Your task is to answer that question.

The strongest habit to bring here is the causal mindset from Chapter 5. Ask of each answer: could this fact have produced the situation described? You are looking for a cause that explains why the expected result failed to show up.

How to recognize it

The stem pairs an action word with a problem word, almost always followed by “if true”:

  • “Which one of the following, if true, most helps to resolve the apparent paradox?”
  • “Which one of the following, if true, most helps to explain the discrepancy described above?”
  • “Which one of the following, if true, does the most to reconcile the apparent conflict?”
  • “Which one of the following, if true, helps to explain the surprising result?”

Action words: resolve, explain, reconcile, account for. Problem words: paradox, discrepancy, conflict, puzzle, surprising result, anomaly.

In the stimulus itself, the two clashing facts usually sit on either side of a pivot word: but, however, yet, nevertheless, surprisingly, paradoxically, even though. The pivot is your flag. Circle it. The fact before it sets the expectation; the fact after it breaks the expectation.

Look-alikes. Do not confuse this with Strengthen (Chapter 13). Strengthen has an argument with a conclusion and asks you to support a claim; Resolve has no conclusion and asks you to explain a situation. Both use “if true,” so the “if true” tag alone won’t classify the question. Read for the problem word (paradox, discrepancy) and check whether a conclusion is present.

The method (step by step)

  1. Read the two facts and find the pivot. Locate but / however / yet / surprisingly and mark the fact on each side. In everyday terms, the pivot is the but in “the heater ran all night, but the room was freezing by dawn,” the word that flags the surprise you then have to explain.

  2. State the expected result versus the actual result, out loud and explicit. This is the heart of the method, and skipping it is the number one cause of wrong answers. Say it as two sentences:

    • Expected: given the first fact, you would predict X.
    • Actual: but in fact, not-X happened.

    For example: “Given that the new safety law passed, you’d expect highway deaths to drop. But deaths went up.” Now the puzzle is precise, and you know exactly what the answer must explain.

  3. Phrase the puzzle as a question. “Why would deaths go up even after the safety law passed?” The right answer is the best answer to that question. A useful confirmation trick: read the candidate answer right after your “Why…?” with the word “Because” in front. If “Because [answer]” reads as a sensible explanation, you likely have it. In everyday terms, it is the test you run on an excuse: “I was late because the elevator got stuck” satisfies the why, while “I was late because the building has elevators” plainly does not.

  4. Sort every answer into one of three buckets. Every choice falls into exactly one:

    • Bucket 1, supports the EXPECTED result. It tells you why X should have happened. This is tempting because it feels on-topic, but it deepens the puzzle instead of solving it. Wrong.
    • Bucket 2, explains the ACTUAL result. It tells you why not-X happened. This is your answer.
    • Bucket 3, irrelevant. It talks about a different group, a different time, or a side issue that touches neither the expected nor the actual result. Wrong.
  5. Address the exact facts and groups stated. The answer has to explain these two facts, about this group, in this time frame. An answer that resolves a nearby puzzle about a different population is a trap. Match the stimulus precisely.

  6. Apply the similarity / difference principle. Read what kind of paradox you have:

    • If the puzzle is same input, different outcome (the same cause, two different results), the answer must supply a relevant difference between the two cases that explains the split.
    • If the puzzle is different input, same outcome (different causes, one shared result), the answer must supply a relevant similarity that explains why the results converged.

    An answer that points at the wrong axis (offering a difference when you need a similarity) is built to fool you.

Keep both books on the table: bucket-sorting tells you which answers are even in the running; the similarity/difference check tells you which surviving answer actually fits the shape of the puzzle.

Worked example

A regional health agency required all of its public hospitals to adopt a new electronic system for ordering prescriptions, replacing handwritten orders. The system was designed to catch dangerous drug combinations before a pharmacist fills an order. In the year after every hospital adopted the system, the total number of harmful medication errors recorded across these hospitals rose substantially compared with the year before.

Which one of the following, if true, most helps to resolve the apparent discrepancy described above?

(A) The electronic ordering system was more expensive to maintain than the agency had originally projected.
(B) Some physicians complained that entering orders into the new system took longer than writing them by hand.
(C) Before the new system, many harmful medication errors went unnoticed and were never recorded, whereas the new system automatically flags and logs every such error it detects.
(D) At private hospitals in the same region, which did not adopt the system, the number of recorded medication errors also rose during the same period.
(E) The new system occasionally failed to flag a dangerous drug combination when a physician overrode its warning.

Step 1 and 2, pivot, expected, actual. The pivot here is logical rather than a single word: a system designed to catch dangerous combinations should reduce errors.

  • Expected: after a system meant to prevent dangerous orders is installed, recorded harmful errors should fall.
  • Actual: recorded harmful errors rose.

Step 3, the question. Why would recorded errors go up after installing a system built to cut them down?

Step 4, bucket the answers.

(C) is correct. It explains the actual result without disputing either fact. The errors were always happening; before, most went unrecorded, so the count was artificially low. The new system catches and logs every error it finds, so the recorded count rose even if the true number of errors stayed flat or fell. Read it with “Because”: “Recorded errors rose because the old hand system never logged most errors and the new system logs them all.” That is a clean explanation, and both stimulus facts stay true. This is the classic Resolve move of discrediting the measurement: the count went up because counting got better, not because care got worse. It lands squarely in Bucket 2.

(A) is wrong, irrelevant (Bucket 3). Maintenance cost has nothing to do with the number of medication errors. It explains neither the expected drop nor the actual rise. A side issue.

(B) is wrong, irrelevant (Bucket 3), and a tempting near-miss. Slower order entry is a complaint about the system, but it does not explain why recorded harmful errors rose. You would have to invent a chain (slower entry leads to rushing leads to mistakes) that the stimulus never supplies. If you must speculate to connect an answer, it is not the answer.

(C) Handled above.

(D) is wrong, and it actually deepens the puzzle (Bucket 1 in spirit). If error counts rose even at hospitals that never adopted the system, then the system can’t be why the count rose at the public hospitals either. That points to some region-wide cause and makes the original surprise harder to explain, not easier. An answer that makes the discrepancy worse is the Opposite trap.

(E) is wrong, explains only a sliver, and is too small to do the job. An occasional failure when a physician overrides a warning might let a few errors through, but the stimulus says errors rose substantially. A rare override cannot account for a substantial rise, and it does nothing about the gap between expected and actual at the needed scale. It nibbles at the actual result without explaining it.

The credited answer is (C).

Trap patterns

  • Supports the expected result. Tells you why the first fact should hold, when you needed the second fact explained. On-topic but backward.
  • Deepens the paradox (the Opposite). Makes the surprise sharper instead of dissolving it. Test (D) above is the model: it rules out the explanation you were reaching for.
  • Explains only one side. Accounts for one fact while leaving the clash with the other fact untouched. The answer must let both facts stand together.
  • Affects both sides equally. A fact that pushes the expected and the actual result in the same direction by the same amount changes nothing; the gap between them stays. The right answer must hit the two sides differently.
  • Irrelevant third category. Introduces a group, place, or time the stimulus never mentioned, or draws a distinction within one side that the puzzle didn’t turn on.
  • Wrong group or wrong time. Resolves a discrepancy about a different population than the one named. Always match the exact facts.
  • Too small to matter. Explains a fraction of an effect the stimulus called large or substantial (test (E) above).

The EXCEPT variant

Occasionally the stem reads: “Each of the following, if true, helps to resolve the discrepancy EXCEPT.” Now four answers land in Bucket 2 (they each explain the actual result), and your job is to find the one outlier that does not. The outlier is usually a Bucket 3 irrelevant answer or, more cruelly, a Bucket 1 answer that deepens the puzzle. Flip your instinct: instead of hunting the lone resolver, eliminate the four that resolve and keep the one that doesn’t. The bucket-sorting from Step 4 does all the work; you just invert which bucket wins.

Drill

For each item, state the expected and actual result, then pick the answer that resolves the discrepancy. Answers and explanations follow in the next section.

1. A city replaced the incandescent bulbs in its streetlights with LED bulbs, which draw far less electricity per bulb to produce the same brightness. Yet in the year after the switch, the city’s total electricity bill for street lighting increased.

Which one, if true, most helps to resolve the discrepancy?
(A) LED bulbs last several years longer than incandescent bulbs before they must be replaced.
(B) The price the city pays per unit of electricity did not change during the year.
(C) Using the savings from the more efficient bulbs, the city installed many additional new streetlights on previously unlit roads.
(D) Some residents preferred the warmer color of the old incandescent bulbs.
(E) A neighboring city that kept its incandescent bulbs saw its lighting bill stay flat.

2. Two adjacent farms planted the same variety of wheat in the same season and used the same amount of fertilizer. The first farm harvested far more wheat per acre than the second.

Which one, if true, most helps to explain the difference in harvest?
(A) Both farms sold their wheat at the same market price.
(B) The first farm’s fields are irrigated, while the second farm relies entirely on rainfall, which was unusually scarce that season.
(C) The two farms are owned by members of the same family.
(D) The second farm used the same brand of fertilizer as the first.
(E) Wheat is among the most widely grown grains in the region.

3. A bookstore began charging customers a small fee for paper shopping bags, expecting the fee to discourage bag use and cut the store’s spending on bags. After a year, the store’s total spending on paper bags was higher than before the fee.

Which one, if true, most helps to resolve the apparent paradox?
(A) Most customers said they did not mind paying the small fee.
(B) The fee was widely advertised in the store’s window.
(C) The fee revenue led the store to switch to a sturdier, far more expensive bag, and most customers kept buying bags anyway.
(D) A competing bookstore across the street did not charge for bags.
(E) The fee was introduced at the start of the store’s busiest sales season.

Drill answers

1. (C).

  • Expected: more efficient bulbs that use less electricity each should lower the lighting bill.
  • Actual: the bill rose.
  • (C) explains the actual result: the city used its savings to add many new streetlights, so the total number of bulbs grew. Same-or-lower cost per bulb, many more bulbs, higher total bill. Both facts hold. Because [the city added many new lights], total electricity use rose even though each bulb is cheaper to run.
  • (A) wrong, irrelevant: longer bulb life concerns replacement cost, not the electricity bill, and it would tend to save money if anything.
  • (B) wrong, affects nothing: a flat price per unit means the rise came from using more units, but (B) doesn’t tell you why more units were used. It leaves the puzzle open.
  • (D) wrong, irrelevant: bulb color preference has no bearing on the electricity bill.
  • (E) wrong, deepens the paradox: a city that kept incandescent bulbs and saw a flat bill makes it stranger that the upgrading city’s bill rose. It points the wrong way.

2. (B). This is a same input, different outcome puzzle (same wheat, same fertilizer, different yields), so the answer must supply a relevant difference.

  • Expected: same variety, same fertilizer should give similar yields.
  • Actual: very different yields.
  • (B) supplies the relevant difference: one farm is irrigated and the other depended on rain that didn’t come. Water is a yield driver the stimulus left open. Difference found, puzzle solved.
  • (A) wrong, irrelevant: the sale price doesn’t affect how much wheat grew.
  • (C) wrong, irrelevant: shared ownership doesn’t explain a yield gap.
  • (D) wrong, adds a similarity when you need a difference: telling you the fertilizer brand also matched only makes the two cases more alike, deepening the puzzle.
  • (E) wrong, irrelevant third fact: how common wheat is in the region says nothing about why these two farms differed.

3. (C).

  • Expected: a fee that discourages bag use should cut the store’s spending on bags.
  • Actual: spending on bags rose.
  • (C) explains the actual result on the exact terms stated: the store switched to a far costlier bag and customers kept buying, so total bag spending went up even if the count of bags fell. Both facts stand. Because [the new bags cost much more and customers kept taking them], spending rose despite the fee.
  • (A) wrong, irrelevant: whether customers minded the fee doesn’t bear on the store’s spending.
  • (B) wrong, irrelevant: advertising the fee doesn’t explain higher spending on bags.
  • (D) wrong, irrelevant third party: the competitor’s policy is a different store; the puzzle is about this store’s spending.
  • (E) wrong, too vague and one-sided: a busy season might raise bag use, but the stimulus already credits the fee with discouraging use, and a busy season alone doesn’t explain higher spending the way a costlier bag does. It also fails to address why the fee, expected to cut spending, didn’t.

Key takeaways

  • The stimulus is two true facts, not an argument. Don’t hunt for a conclusion, a gap, or a flaw.
  • Find the pivot word (but / however / yet / surprisingly) and state the expected result versus the actual result explicitly. This single step wins the question.
  • Phrase the puzzle as a “Why…?” question; the right answer reads sensibly when you put “Because” in front of it.
  • Three buckets: supports the expected result (tempting, wrong), explains the actual result (right), irrelevant (wrong).
  • Use the causal mindset (Chapter 5): the right answer is a fact that could have produced the surprising situation.
  • Same input, different outcome needs a relevant difference; different input, same outcome needs a relevant similarity.
  • A very common correct move is discrediting the measurement: the numbers shifted because counting changed, not because reality did.
  • Watch the traps: explains one side only, affects both sides equally, deepens the paradox, wrong group, or too small to matter.
  • On EXCEPT, four answers resolve and you keep the one that doesn’t.

Put it to work: drill Paradox questions in the practice platform, free during early access, with every answer choice explained.