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Reasoning · Chapter 2

Classification and Odd One Out

Two marks every shift, and in 2025 AAI asked this only as letter clusters. Convert to numbers, compare the gaps, and the odd one falls out in ten seconds.

Concept video — watch on the AAI ATC Exam Prep channel
2questions per shift
30 sectarget time each
4classification types
4verified PYQs inside
Objectives 1. What is asked 2. Letter clusters 3. Cluster pairs 4. Number classification 5. Word classification Summary Assessment Free PDF
Before you start

Learning objectives and outcomes

Classification is the fastest mark in the reasoning section once you stop reading clusters as words.

Objective 1Convert any letter cluster to numbers in one pass and write the gaps beneath it.
Objective 2Handle cluster pairs by mapping first letter to third and second to fourth.
Objective 3Run the standard checklist on number sets — squares, cubes, primes, digit sums, divisibility.
Objective 4Find the shared category in word sets without being distracted by surface similarity.
Outcome AFinish a letter-cluster question in 30 seconds without writing the alphabet out.
Outcome BKnow when the exam has explicitly ruled out vowels and consonants as the basis.
Subtopic 1

What the question actually asks

Three of four items share a hidden rule. Your job is to find the rule, not to find something wrong with one item. Almost every wrong answer comes from spotting a different valid pattern that happens to isolate the wrong option.

Read the bracketed note — AAI always gives one

Every classification question in the 2025 papers carried the same instruction in brackets: the odd one out is not based on the number of consonants or vowels, or on their position in the cluster. That single line eliminates the two things most candidates check first.

Ignore vowels and consonants entirely.
The answer is always in the gaps between letter positions.

This is worth internalising because it converts an open-ended puzzle into a fixed procedure. There is only one thing to check, so check it immediately.

A1 B2 C3 D4 E5 F6 G7 H8 I9 J10 K11 L12 M13
N14 O15 P16 Q17 R18 S19 T20 U21 V22 W23 X24 Y25 Z26
Figure 2.1 — The four classification types A four-panel chart: letter clusters, cluster pairs, number sets and word sets, each with a one-line method underneath. Upload image here
✈ AAI ATC relevance — both 2025 shifts asked two classification questions each, and all four were letter-cluster based
Memory trick — "Three agree, one doesn't"

Find the rule that three items share. Never start by hunting for what is wrong with one item — that is how you talk yourself into the wrong option.

EasyATC Pattern
In an AAI classification question, the bracketed note tells you the answer is not based on:
The note rules out vowels and consonants specifically. That is the exam telling you to work with letter positions and the differences between them, which is exactly what the correct rule always turns out to be.
ModerateATC Pattern
Three of these follow one rule. Which does not: DFH, GIK, MOQ, RTW?
DFH is 4, 6, 8 with gaps of +2 and +2. GIK is 7, 9, 11 and MOQ is 13, 15, 17, both the same. RTW is 18, 20, 23 — gaps of +2 and +3. RTW is the odd one out.
HardATC Pattern
A candidate answers a cluster question by counting vowels and picks an option. The paper's note says the answer is not vowel-based. What has gone wrong?
A vowel pattern may genuinely exist in the four options — that is precisely why the note is printed. The examiner knows a second pattern is visible and has ruled it out in advance, so any answer reached that way will be wrong.
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Subtopic 2 · highest yield

Three-letter clusters — the gap method

Given four clusters like FPJ, BLF, JTM, MWQ, convert every one to numbers, then write the two gaps beneath each. Three will match.

The procedure, in full

  1. Write all four clusters as number triples in a single column.
  2. Under each, write the two differences: second minus first, then third minus second.
  3. Three pairs of differences will be identical. Circle the fourth.
  4. If all four match, only then look at a second layer — such as the gap from first to third.
FPJ → 6, 16, 10 → +10, −6
BLF → 2, 12, 6 → +10, −6
MWQ → 13, 23, 17 → +10, −6
JTM → 10, 20, 13 → +10, −7 ← odd
Figure 2.2 — Gap analysis laid out in a column Four clusters written as number triples one under the other, with the differences written beneath each and the mismatch circled. Upload image here
Memory trick — "Numbers down, gaps under"

Write the four number triples in a vertical column, never side by side. Mismatched gaps are far easier to see when the numbers line up under each other.

Worked example — 2025 Shift 2 paper

Which cluster does not belong: CJE, HOK, RYT, MTO?

  1. CJE → 3, 10, 5. Gaps: +7, then −5.
  2. RYT → 18, 25, 20. Gaps: +7, then −5. Matches.
  3. MTO → 13, 20, 15. Gaps: +7, then −5. Matches.
  4. HOK → 8, 15, 11. Gaps: +7, then −4. Does not match.
  5. Answer: HOK. Note the first gap is +7 in all four — the examiner makes the first step identical so that only the second step separates them.
ModeratePYQ 2025 · Shift 1
Based on English alphabetical order, three of the following four letter-clusters are alike. Which does NOT belong? (The odd one out is not based on vowels or consonants.)
FPJ, BLF and MWQ all move +10 then −6 across their letter positions. JTM moves +10 then −7. JTM is the odd one out.
ModeratePYQ 2025 · Shift 2
Based on English alphabetical order, three of the following four letter-clusters are alike. Which does NOT belong?
CJE, RYT and MTO all follow +7 then −5. HOK follows +7 then −4. HOK does not belong. Comparing this with the Shift 1 question shows AAI reusing the identical mechanism with different numbers.
HardATC Pattern
Which cluster does not belong: PKN, DYB, GBE, LGJ?
PKN is 16, 11, 14 with gaps of −5 then +3. GBE is 7, 2, 5 and LGJ is 12, 7, 10, both the same. DYB is 4, 25, 2 — the gap is +21, which is only equal to −5 if you wrap around the alphabet, and the other three never wrap. DYB is the odd one out.
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Subtopic 3

Cluster pairs — map across, not within

The harder version gives four pairs like KQ-WX. Here the internal gap is usually a decoy. The real rule connects the first cluster to the second: first letter to third letter, second letter to fourth.

Map across the hyphen

For A B – C D, compute A → C and B → D.
Three pairs will share both jumps.

Checking the internal gaps first is the classic trap, because the examiner often makes all four internal gaps identical. The information is in the cross-mapping.

Figure 2.3 — Cross-mapping a cluster pair Four pairs written out with curved arrows running from the first letter to the third and from the second to the fourth, each arrow labelled with its jump. Upload image here
Memory trick — "Across the dash, not inside it"

The hyphen is the whole point. Jump over it. If you find yourself comparing K to Q inside the same cluster, you are on the decoy.

Worked example — 2025 Shift 1 paper

Which pair does not belong: KQ-WX, JP-TX, FK-PS, BG-LO?

  1. JP-TX: J = 10 to T = 20 is +10; P = 16 to X = 24 is +8.
  2. FK-PS: F = 6 to P = 16 is +10; K = 11 to S = 19 is +8. Matches.
  3. BG-LO: B = 2 to L = 12 is +10; G = 7 to O = 15 is +8. Matches.
  4. KQ-WX: K = 11 to W = 23 is +12; Q = 17 to X = 24 is +7. Neither matches.
  5. Answer: KQ-WX.
EasyATC Pattern
Which pair does not belong: AC-EG, BD-FH, CE-GI, DF-HK?
In the first three pairs both letters jump by exactly +4 across the hyphen: A to E and C to G, B to F and D to H, C to G and E to I. In DF-HK, D to H is +4 but F to K is +5. DF-HK is the odd one.
ModeratePYQ 2025 · Shift 1
Three of the following four letter-cluster pairs are alike. Which pair does NOT belong?
JP-TX, FK-PS and BG-LO all jump +10 on the first letter and +8 on the second. KQ-WX jumps +12 and +7. KQ-WX does not belong.
HardPYQ 2025 · Shift 2
Three of the following four letter-cluster pairs are alike. Which pair does NOT belong?
GJ-MQ jumps G to M as +6 and J to Q as +7. IL-OS gives +6 and +7, and BE-HL gives +6 and +7 as well. QT-WU jumps Q to W as +6 but T to U as only +1. QT-WU is the odd one out — and notice that all four have an internal gap of 3 in the first cluster, which is the decoy.
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Subtopic 4

Number classification

Number sets did not appear in the 2025 shifts, but they have in earlier AAI and SSC-pattern papers, and they cost nothing to prepare. Run a fixed checklist rather than staring at the numbers.

The checklist, in order

1. Perfect squares  ·  2. Perfect cubes  ·  3. Prime or composite
4. Divisibility by a common factor  ·  5. Digit sum  ·  6. Difference between digits

Stop at the first test that isolates exactly one number. If two tests isolate different numbers, prefer the simpler one — examiners build these from a single rule.

Figure 2.4 — Number classification checklist A flowchart running through squares, cubes, primes, divisibility and digit sums, with a stop marker at the first successful test. Upload image here
Memory trick — "Squares, cubes, primes, then digits"

Four words, in that order. Nine out of ten number classification questions are solved before you reach the word "digits".

EasyATC Pattern
Which number does not belong: 121, 144, 169, 180?
121 is 11 squared, 144 is 12 squared and 169 is 13 squared. 180 is not a perfect square. The first test on the checklist settles it.
ModerateATC Pattern
Which number does not belong: 17, 23, 29, 33?
17, 23 and 29 are prime. 33 factorises as 3 times 11, so it is composite. Squares and cubes both fail here, so the third test on the checklist is the one that works.
HardATC Pattern
Which number does not belong: 343, 625, 216, 512?
343 is 7 cubed, 216 is 6 cubed and 512 is 8 cubed. 625 is 5 to the fourth power, which makes it a perfect square but not a perfect cube. The trap is that 625 is a perfect power, so a careless check passes it.
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Subtopic 5

Word classification

Word sets ask for the shared category, and the trap is always a word that belongs to the same broad field but a different sub-category. Aviation vocabulary is worth knowing here, because AAI draws on it.

Ask "what kind of thing is this?"

Name the category out loud for each word — surface, instrument, building, person, process. Three names will match. The word that shares the field but not the category is your answer.

Runway, taxiway, apron → airport surfaces
Altimeter → cockpit instrument ← different category
Figure 2.5 — Category not field Four aviation words grouped into two boxes labelled "surfaces" and "instruments", showing the odd one sitting outside the shared box. Upload image here
Memory trick — "Same field, wrong shelf"

The odd word is never from a totally different subject. It is from the same subject on a different shelf. Name the shelf, not the subject.

EasyATC Pattern
Which word does not belong: Runway, Taxiway, Apron, Altimeter?
Runway, taxiway and apron are all paved surfaces at an airport. An altimeter is a cockpit instrument. All four are aviation words, which is exactly why naming the category rather than the field is what separates them.
ModerateATC Pattern
Which word does not belong: Radar, Transponder, Hangar, Beacon?
Radar, transponder and beacon all send or receive signals. A hangar is a building used to store aircraft. Same field, different shelf.
HardATC Pattern
Which city does not belong: Chennai, Bhopal, Kolkata, Mumbai?
Chennai, Kolkata and Mumbai are all major port cities on or near the coast. Bhopal is landlocked in central India. All four are large cities with busy airports, so the surface similarity is deliberate.
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Exam strategy

Six tips that hold in the AAI ATC hall

Read the bracketed noteIt tells you what the answer is not based on. Free information.
Convert all four at onceNumbers for every option in one pass, then compare. Never one at a time.
Write triples verticallyAligned columns make a mismatched gap jump off the page.
Pairs mean cross-mappingJump the hyphen. Internal gaps are usually the decoy.
Numbers get a checklistSquares, cubes, primes, then digits. Stop at the first hit.
Words need a shelf, not a fieldName the category precisely and the odd word appears.
Quick revision

Chapter summary sheet

The taskFind the rule three items share, not the fault in one.
AAI's noteVowels and consonants are always ruled out. Go straight to gaps.
TriplesConvert to numbers, write both gaps, find the mismatch.
2025 Shift 1FPJ, BLF, MWQ share +10, −6. JTM breaks it with +10, −7.
2025 Shift 2CJE, RYT, MTO share +7, −5. HOK breaks it with +7, −4.
PairsMap first to third and second to fourth, across the hyphen.
Pair decoyIdentical internal gaps in all four options are put there to mislead.
Number checklistSquares → cubes → primes → divisibility → digit sum.
Word ruleSame field, different category. Name the shelf.

↓ Free download — Classification question PDF

Four pages covering all four classification types, with a printable alphabet-position strip and ruled working space for your gap analysis. Print it, solve it, keep it.

End of chapter

Comprehensive assessment

Nine question formats, building in difficulty. Full solutions are in the downloadable PDF above.

A · Multiple choice questions

1. Which cluster does not belong: DFH, GIK, MOQ, RTW?
2. Which pair does not belong: AC-EG, BD-FH, CE-GI, DF-HK?
3. Which number does not belong: 121, 144, 169, 180?
4. Which word does not belong: Runway, Taxiway, Apron, Altimeter?
5. Which cluster does not belong: PKN, DYB, GBE, LGJ?

B · Assertion and reason

6. Assertion: In cluster-pair questions the internal gap is usually irrelevant. Reason: The examiner often makes all four internal gaps identical.
7. Assertion: The bracketed note in AAI classification questions is decorative. Reason: Vowel patterns never appear in the four options.

C · Match the following

Column I — question typeColumn II — first thing to do
(a) Three-letter clusters(i) Map across the hyphen
(b) Cluster pairs(ii) Name the category of each word
(c) Number sets(iii) Write both gaps under each triple
(d) Word sets(iv) Check squares, then cubes, then primes

D · Fill in the blanks

8. In FPJ, BLF and MWQ the shared gap pattern is then .
9. In cluster pairs, the first letter is mapped to the letter.
10. The number checklist begins with and then .
11. The odd word in a word set usually belongs to the same but a different .

E · True or false

12. 625 is a perfect cube.
13. In 2025, every AAI classification question was letter-cluster based.
14. You should start by finding what is wrong with one option.
15. Identical internal gaps across all four pairs is a sign the rule lies elsewhere.

F · Short answer

16. Describe the gap method for three-letter clusters in three steps.
17. Explain why the bracketed note about vowels is genuinely useful rather than decorative.
18. State the number checklist in order and explain why you stop at the first successful test.

G · Long answer

19. Take the 2025 Shift 1 pair question KQ-WX, JP-TX, FK-PS, BG-LO. Show the full cross-mapping for all four pairs and explain why the internal gaps mislead.
20. Compare the Shift 1 and Shift 2 cluster questions. Show that they use the same mechanism, and construct a third question of your own on the same pattern.

H · HOTS — higher order thinking

21. Construct a set of four clusters in which two different valid rules isolate two different options, and explain which one an examiner would intend.
22. A cluster set wraps around the alphabet from Z back to A. Explain why wrapping is normally excluded, and design a set where wrapping is the deciding factor.

I · Previous year exam style

23. Which letter-cluster does NOT belong: FPJ, BLF, JTM, MWQ? PYQ 2025 · Shift 1
24. Which letter-cluster pair does NOT belong: KQ-WX, JP-TX, FK-PS, BG-LO? PYQ 2025 · Shift 1
25. Which letter-cluster does NOT belong: CJE, HOK, RYT, MTO? PYQ 2025 · Shift 2
26. Which letter-cluster pair does NOT belong: GJ-MQ, QT-WU, IL-OS, BE-HL? PYQ 2025 · Shift 2

J · Mixed revision test

27–36. Ten mixed questions across all four classification types, timed at five minutes total. Full set with answer key is in the free PDF.
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Two more marks banked. Eleven reasoning topics to go.

Live classes cover every reasoning, aptitude, English and GK topic straight from the real papers, with the shortcut for each question type drilled until it is automatic.