Master Multi-dimensional Conditional: Brand/Sport/Vehicle - Intermediate-Advanced Level Problems Multi-dimensional Conditional: Brand/Sport/Vehicle INTERMEDIATE ADVANCED

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Kaira does not prefer Kappa or Badminton.
- The one who prefers Iota drives Scooter.
- Cyrus plays Cricket, and the one who drives Van prefers Eta.
- Neither Xavier nor Laksh prefers Beta.
- The Table Tennis player does not drive Bus.
- If someone prefers Delta, then they do not play Hockey.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Kaira | Iota | Table Tennis | Bike
Yash | Kappa | Hockey | Van
Cyrus | Beta | Badminton | Bus
Xavier | Delta | Chess | Scooter
Laksh | Gamma | Cricket | Metro
Hina | Eta | Basketball | Car
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Omar does not prefer Delta or Table Tennis.
- The one who prefers Theta drives Van.
- Fatima plays Cricket, and the one who drives Scooter prefers Eta.
- Neither Priya nor Nihal prefers Beta.
- The Chess player does not drive Ship.
- If someone prefers Epsilon, then they do not play Basketball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Omar | Theta | Chess | Cycle
Aarav | Delta | Basketball | Scooter
Fatima | Beta | Table Tennis | Ship
Priya | Epsilon | Badminton | Van
Nihal | Kappa | Cricket | Train
Ira | Eta | Tennis | Car
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Aarav does not prefer Zeta or Cricket.
- The one who prefers Alpha drives Cycle.
- Laksh plays Tennis, and the one who drives Bus prefers Theta.
- Neither Uma nor Nihal prefers Iota.
- The Table Tennis player does not drive Bike.
- If someone prefers Epsilon, then they do not play Badminton.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Aarav | Alpha | Table Tennis | Car
Bhavya | Zeta | Badminton | Bus
Laksh | Iota | Cricket | Bike
Uma | Epsilon | Volleyball | Cycle
Nihal | Delta | Tennis | Van
Xavier | Theta | Basketball | Truck
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Zoya does not prefer Kappa or Hockey.
- The one who prefers Epsilon drives Bike.
- Uma plays Tennis, and the one who drives Ship prefers Delta.
- Neither Cyrus nor Jatin prefers Beta.
- The Athletics player does not drive Scooter.
- If someone prefers Zeta, then they do not play Badminton.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Zoya | Epsilon | Athletics | Car
Omar | Kappa | Badminton | Ship
Uma | Beta | Hockey | Scooter
Cyrus | Zeta | Chess | Bike
Jatin | Eta | Tennis | Truck
Eshan | Delta | Table Tennis | Bus
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Xavier does not prefer Beta or Athletics.
- The one who prefers Kappa drives Car.
- Fatima plays Tennis, and the one who drives Bike prefers Delta.
- Neither Eshan nor Ira prefers Eta.
- The Badminton player does not drive Scooter.
- If someone prefers Theta, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Xavier | Kappa | Badminton | Van
Diya | Beta | Table Tennis | Bike
Fatima | Eta | Athletics | Scooter
Eshan | Theta | Basketball | Car
Ira | Gamma | Tennis | Bus
Hina | Delta | Football | Train
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Omar does not prefer Kappa or Hockey.
- The one who prefers Alpha drives Scooter.
- Nihal plays Basketball, and the one who drives Metro prefers Beta.
- Neither Hina nor Fatima prefers Iota.
- The Table Tennis player does not drive Van.
- If someone prefers Delta, then they do not play Badminton.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Omar | Alpha | Table Tennis | Cycle
Diya | Kappa | Badminton | Metro
Nihal | Iota | Hockey | Van
Hina | Delta | Volleyball | Scooter
Fatima | Zeta | Basketball | Bike
Mira | Beta | Cricket | Ship
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Vihaan does not prefer Delta or Chess.
- The one who prefers Eta drives Scooter.
- Aarav plays Badminton, and the one who drives Bike prefers Kappa.
- Neither Xavier nor Mira prefers Iota.
- The Basketball player does not drive Train.
- If someone prefers Epsilon, then they do not play Athletics.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Vihaan | Eta | Basketball | Metro
Priya | Delta | Athletics | Bike
Aarav | Iota | Chess | Train
Xavier | Epsilon | Volleyball | Scooter
Mira | Beta | Badminton | Truck
Laksh | Kappa | Football | Van
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Uma does not prefer Eta or Chess.
- The one who prefers Gamma drives Train.
- Zoya plays Cricket, and the one who drives Car prefers Delta.
- Neither Vihaan nor Hina prefers Alpha.
- The Volleyball player does not drive Metro.
- If someone prefers Kappa, then they do not play Hockey.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Uma | Gamma | Volleyball | Bike
Kaira | Eta | Hockey | Car
Zoya | Alpha | Chess | Metro
Vihaan | Kappa | Table Tennis | Train
Hina | Beta | Cricket | Cycle
Cyrus | Delta | Football | Scooter
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Mira does not prefer Alpha or Basketball.
- The one who prefers Beta drives Bus.
- Kaira plays Badminton, and the one who drives Car prefers Zeta.
- Neither Omar nor Ira prefers Gamma.
- The Volleyball player does not drive Cycle.
- If someone prefers Epsilon, then they do not play Football.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Mira | Beta | Volleyball | Van
Uma | Alpha | Football | Car
Kaira | Gamma | Basketball | Cycle
Omar | Epsilon | Athletics | Bus
Ira | Kappa | Badminton | Ship
Hina | Zeta | Table Tennis | Metro
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Omar does not prefer Kappa or Cricket.
- The one who prefers Alpha drives Car.
- Qadir plays Chess, and the one who drives Ship prefers Iota.
- Neither Mira nor Diya prefers Beta.
- The Hockey player does not drive Cycle.
- If someone prefers Eta, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Omar | Alpha | Hockey | Bus
Priya | Kappa | Table Tennis | Ship
Qadir | Beta | Cricket | Cycle
Mira | Eta | Volleyball | Car
Diya | Zeta | Chess | Bike
Xavier | Iota | Athletics | Van
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Omar does not prefer Gamma or Table Tennis.
- The one who prefers Alpha drives Truck.
- Eshan plays Athletics, and the one who drives Bike prefers Iota.
- Neither Vihaan nor Gaurav prefers Theta.
- The Football player does not drive Van.
- If someone prefers Epsilon, then they do not play Volleyball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Omar | Alpha | Football | Scooter
Qadir | Gamma | Volleyball | Bike
Eshan | Theta | Table Tennis | Van
Vihaan | Epsilon | Hockey | Truck
Gaurav | Zeta | Athletics | Cycle
Jatin | Iota | Tennis | Ship
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Uma does not prefer Zeta or Table Tennis.
- The one who prefers Kappa drives Bike.
- Gaurav plays Chess, and the one who drives Scooter prefers Epsilon.
- Neither Vihaan nor Eshan prefers Alpha.
- The Football player does not drive Car.
- If someone prefers Eta, then they do not play Hockey.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Uma | Kappa | Football | Metro
Kaira | Zeta | Hockey | Scooter
Gaurav | Alpha | Table Tennis | Car
Vihaan | Eta | Cricket | Bike
Eshan | Iota | Chess | Train
Diya | Epsilon | Tennis | Bus
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Tara does not prefer Alpha or Cricket.
- The one who prefers Kappa drives Scooter.
- Rhea plays Table Tennis, and the one who drives Truck prefers Beta.
- Neither Vihaan nor Bhavya prefers Eta.
- The Basketball player does not drive Train.
- If someone prefers Delta, then they do not play Football.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Tara | Kappa | Basketball | Bike
Ira | Alpha | Football | Truck
Rhea | Eta | Cricket | Train
Vihaan | Delta | Chess | Scooter
Bhavya | Iota | Table Tennis | Metro
Kaira | Beta | Badminton | Van
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Wafa does not prefer Delta or Tennis.
- The one who prefers Beta drives Scooter.
- Nihal plays Badminton, and the one who drives Ship prefers Iota.
- Neither Zoya nor Qadir prefers Eta.
- The Chess player does not drive Van.
- If someone prefers Zeta, then they do not play Cricket.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Wafa | Beta | Chess | Train
Sahil | Delta | Cricket | Ship
Nihal | Eta | Tennis | Van
Zoya | Zeta | Hockey | Scooter
Qadir | Theta | Badminton | Car
Hina | Iota | Athletics | Truck
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Eshan does not prefer Gamma or Volleyball.
- The one who prefers Zeta drives Bus.
- Gaurav plays Cricket, and the one who drives Ship prefers Eta.
- Neither Vihaan nor Nihal prefers Kappa.
- The Table Tennis player does not drive Truck.
- If someone prefers Iota, then they do not play Basketball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Eshan | Zeta | Table Tennis | Train
Aarav | Gamma | Basketball | Ship
Gaurav | Kappa | Volleyball | Truck
Vihaan | Iota | Chess | Bus
Nihal | Epsilon | Cricket | Metro
Jatin | Eta | Football | Van
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Priya does not prefer Beta or Basketball.
- The one who prefers Iota drives Cycle.
- Wafa plays Chess, and the one who drives Scooter prefers Eta.
- Neither Gaurav nor Hina prefers Epsilon.
- The Hockey player does not drive Metro.
- If someone prefers Theta, then they do not play Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Priya | Iota | Hockey | Train
Sahil | Beta | Tennis | Scooter
Wafa | Epsilon | Basketball | Metro
Gaurav | Theta | Badminton | Cycle
Hina | Kappa | Chess | Ship
Vihaan | Eta | Athletics | Van
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Tara does not prefer Kappa or Chess.
- The one who prefers Epsilon drives Scooter.
- Zoya plays Hockey, and the one who drives Van prefers Zeta.
- Neither Diya nor Nihal prefers Gamma.
- The Athletics player does not drive Bus.
- If someone prefers Alpha, then they do not play Volleyball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Tara | Epsilon | Athletics | Train
Laksh | Kappa | Volleyball | Van
Zoya | Gamma | Chess | Bus
Diya | Alpha | Cricket | Scooter
Nihal | Eta | Hockey | Car
Rhea | Zeta | Football | Truck
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Bhavya does not prefer Zeta or Cricket.
- The one who prefers Gamma drives Bus.
- Ira plays Chess, and the one who drives Cycle prefers Theta.
- Neither Laksh nor Kaira prefers Beta.
- The Badminton player does not drive Train.
- If someone prefers Eta, then they do not play Hockey.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Bhavya | Gamma | Badminton | Bike
Rhea | Zeta | Hockey | Cycle
Ira | Beta | Cricket | Train
Laksh | Eta | Volleyball | Bus
Kaira | Kappa | Chess | Truck
Uma | Theta | Basketball | Ship
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Yash does not prefer Epsilon or Athletics.
- The one who prefers Kappa drives Metro.
- Laksh plays Basketball, and the one who drives Cycle prefers Zeta.
- Neither Zoya nor Aarav prefers Theta.
- The Chess player does not drive Scooter.
- If someone prefers Gamma, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Yash | Kappa | Chess | Car
Uma | Epsilon | Table Tennis | Cycle
Laksh | Theta | Athletics | Scooter
Zoya | Gamma | Tennis | Metro
Aarav | Alpha | Basketball | Truck
Cyrus | Zeta | Volleyball | Bike
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.

CAT/GMAT-Style Multi-Parameter Table
Create a 6x4 table (Person x Brand x Sport x Vehicle).
Apply constraints in layers: negative exclusions first, then direct mappings, then conditional implications.
- Qadir does not prefer Delta or Cricket.
- The one who prefers Zeta drives Scooter.
- Bhavya plays Athletics, and the one who drives Bike prefers Alpha.
- Neither Sahil nor Uma prefers Epsilon.
- The Chess player does not drive Van.
- If someone prefers Theta, then they do not play Basketball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Qadir | Zeta | Chess | Bus
Mira | Delta | Basketball | Bike
Bhavya | Epsilon | Cricket | Van
Sahil | Theta | Volleyball | Scooter
Uma | Iota | Athletics | Ship
Tara | Alpha | Football | Truck
Efficiency tip: Track constraints per attribute as sets; propagate implications ('If A then not B').
Verification:
- Each attribute used exactly once across persons.
- All conditional and negative clues hold.
- No contradictions; unique solution obtained.