Multi-dimensional Conditional: Brand/Sport/Vehicle - Expert Level: conceptual clarity Multi-dimensional Conditional: Brand/Sport/Vehicle EXPERT

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.
- Fatima does not prefer Iota or Hockey.
- The one who prefers Delta drives Truck.
- Eshan plays Chess, and the one who drives Train prefers Alpha.
- Neither Tara nor Gaurav prefers Eta.
- The Badminton player does not drive Cycle.
- If someone prefers Gamma, then they do not play Cricket.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Fatima | Delta | Badminton | Ship
Yash | Iota | Cricket | Train
Eshan | Eta | Hockey | Cycle
Tara | Gamma | Tennis | Truck
Gaurav | Theta | Chess | Van
Ira | Alpha | Table 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.
- Xavier does not prefer Alpha or Chess.
- The one who prefers Zeta drives Van.
- Yash plays Hockey, and the one who drives Bus prefers Kappa.
- Neither Omar nor Vihaan prefers Gamma.
- The Volleyball player does not drive Train.
- If someone prefers Delta, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Xavier | Zeta | Volleyball | Cycle
Jatin | Alpha | Table Tennis | Bus
Yash | Gamma | Chess | Train
Omar | Delta | Cricket | Van
Vihaan | Beta | Hockey | Scooter
Hina | Kappa | Athletics | 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.
- Priya does not prefer Theta or Tennis.
- The one who prefers Zeta drives Cycle.
- Rhea plays Football, and the one who drives Van prefers Iota.
- Neither Jatin nor Ira prefers Beta.
- The Athletics player does not drive Ship.
- If someone prefers Kappa, then they do not play Basketball.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Priya | Zeta | Athletics | Scooter
Aarav | Theta | Basketball | Van
Rhea | Beta | Tennis | Ship
Jatin | Kappa | Table Tennis | Cycle
Ira | Eta | Football | Bike
Mira | Iota | Chess | 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.
- Cyrus does not prefer Theta or Football.
- The one who prefers Gamma drives Bike.
- Hina plays Cricket, and the one who drives Cycle prefers Iota.
- Neither Wafa nor Qadir prefers Epsilon.
- The Athletics player does not drive Train.
- If someone prefers Zeta, then they do not play Chess.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Cyrus | Gamma | Athletics | Bus
Nihal | Theta | Chess | Cycle
Hina | Epsilon | Football | Train
Wafa | Zeta | Basketball | Bike
Qadir | Beta | Cricket | Scooter
Ira | Iota | Table 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.
- Fatima does not prefer Delta or Athletics.
- The one who prefers Epsilon drives Scooter.
- Cyrus plays Hockey, and the one who drives Ship prefers Beta.
- Neither Wafa nor Omar prefers Iota.
- The Cricket player does not drive Bike.
- If someone prefers Kappa, then they do not play Chess.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Fatima | Epsilon | Cricket | Truck
Laksh | Delta | Chess | Ship
Cyrus | Iota | Athletics | Bike
Wafa | Kappa | Tennis | Scooter
Omar | Gamma | Hockey | Cycle
Sahil | Beta | Table 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.
- Bhavya does not prefer Zeta or Badminton.
- The one who prefers Iota drives Truck.
- Vihaan plays Chess, and the one who drives Van prefers Gamma.
- Neither Omar nor Priya prefers Epsilon.
- The Football player does not drive Bus.
- 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
--- | --- | --- | ---
Bhavya | Iota | Football | Train
Xavier | Zeta | Tennis | Van
Vihaan | Epsilon | Badminton | Bus
Omar | Theta | Cricket | Truck
Priya | Delta | Chess | Bike
Ira | Gamma | Athletics | 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.
- Vihaan does not prefer Kappa or Hockey.
- The one who prefers Theta drives Scooter.
- Kaira plays Football, and the one who drives Bus prefers Iota.
- Neither Yash nor Laksh prefers Delta.
- The Cricket player does not drive Car.
- If someone prefers Zeta, then they do not play Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Vihaan | Theta | Cricket | Metro
Jatin | Kappa | Tennis | Bus
Kaira | Delta | Hockey | Car
Yash | Zeta | Volleyball | Scooter
Laksh | Beta | Football | Ship
Cyrus | Iota | Chess | 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 Zeta or Athletics.
- The one who prefers Theta drives Van.
- Aarav plays Badminton, and the one who drives Metro prefers Epsilon.
- Neither Yash nor Zoya prefers Gamma.
- The Chess player does not drive Ship.
- If someone prefers Eta, then they do not play Cricket.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Eshan | Theta | Chess | Cycle
Uma | Zeta | Cricket | Metro
Aarav | Gamma | Athletics | Ship
Yash | Eta | Table Tennis | Van
Zoya | Delta | Badminton | Bike
Qadir | Epsilon | 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.
- Diya does not prefer Gamma or Cricket.
- The one who prefers Beta drives Ship.
- Mira plays Athletics, and the one who drives Scooter prefers Theta.
- Neither Wafa nor Fatima prefers Iota.
- The Table Tennis player does not drive Bus.
- 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
--- | --- | --- | ---
Diya | Beta | Table Tennis | Cycle
Rhea | Gamma | Badminton | Scooter
Mira | Iota | Cricket | Bus
Wafa | Zeta | Tennis | Ship
Fatima | Delta | Athletics | Truck
Sahil | Theta | Hockey | 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.
- Laksh does not prefer Zeta or Cricket.
- The one who prefers Eta drives Bus.
- Yash plays Tennis, and the one who drives Ship prefers Alpha.
- Neither Aarav nor Fatima prefers Delta.
- The Table Tennis player does not drive Cycle.
- 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
--- | --- | --- | ---
Laksh | Eta | Table Tennis | Scooter
Zoya | Zeta | Basketball | Ship
Yash | Delta | Cricket | Cycle
Aarav | Iota | Volleyball | Bus
Fatima | Theta | Tennis | Train
Kaira | Alpha | Athletics | 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.
- Laksh does not prefer Eta or Basketball.
- The one who prefers Theta drives Van.
- Xavier plays Cricket, and the one who drives Truck prefers Iota.
- Neither Aarav nor Ira prefers Gamma.
- The Athletics player does not drive Train.
- If someone prefers Beta, then they do not play Football.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Laksh | Theta | Athletics | Bus
Cyrus | Eta | Football | Truck
Xavier | Gamma | Basketball | Train
Aarav | Beta | Badminton | Van
Ira | Alpha | Cricket | Scooter
Priya | Iota | Chess | 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.
- Rhea does not prefer Theta or Tennis.
- The one who prefers Iota drives Car.
- Uma plays Table Tennis, and the one who drives Metro prefers Epsilon.
- Neither Eshan nor Wafa prefers Alpha.
- The Athletics player does not drive Bike.
- If someone prefers Zeta, then they do not play Football.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Rhea | Iota | Athletics | Cycle
Nihal | Theta | Football | Metro
Uma | Alpha | Tennis | Bike
Eshan | Zeta | Hockey | Car
Wafa | Gamma | Table Tennis | Ship
Qadir | Epsilon | 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.
- Mira does not prefer Eta or Volleyball.
- The one who prefers Beta drives Cycle.
- Eshan plays Chess, and the one who drives Train prefers Delta.
- Neither Vihaan nor Priya prefers Kappa.
- The Table Tennis player does not drive Car.
- If someone prefers Iota, then they do not play Cricket.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Mira | Beta | Table Tennis | Scooter
Fatima | Eta | Cricket | Train
Eshan | Kappa | Volleyball | Car
Vihaan | Iota | Athletics | Cycle
Priya | Epsilon | Chess | Bike
Zoya | Delta | 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.
- Priya does not prefer Theta or Tennis.
- The one who prefers Gamma drives Truck.
- Yash plays Chess, and the one who drives Bike prefers Zeta.
- Neither Diya nor Ira prefers Alpha.
- The Cricket player does not drive Van.
- If someone prefers Eta, then they do not play Athletics.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Priya | Gamma | Cricket | Ship
Xavier | Theta | Athletics | Bike
Yash | Alpha | Tennis | Van
Diya | Eta | Football | Truck
Ira | Epsilon | Chess | Train
Fatima | Zeta | Basketball | 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.
- Aarav does not prefer Beta or Hockey.
- The one who prefers Alpha drives Scooter.
- Gaurav plays Tennis, and the one who drives Cycle prefers Delta.
- Neither Ira nor Omar prefers Eta.
- The Football player does not drive Car.
- If someone prefers Epsilon, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Aarav | Alpha | Football | Bike
Laksh | Beta | Table Tennis | Cycle
Gaurav | Eta | Hockey | Car
Ira | Epsilon | Basketball | Scooter
Omar | Theta | Tennis | Ship
Fatima | Delta | Volleyball | 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 Iota or Tennis.
- The one who prefers Beta drives Car.
- Eshan plays Table Tennis, and the one who drives Metro prefers Epsilon.
- Neither Nihal nor Laksh prefers Theta.
- The Basketball 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
--- | --- | --- | ---
Omar | Beta | Basketball | Cycle
Mira | Iota | Badminton | Metro
Eshan | Theta | Tennis | Scooter
Nihal | Zeta | Cricket | Car
Laksh | Kappa | Table Tennis | Van
Uma | Epsilon | Volleyball | 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.
- Laksh does not prefer Zeta or Badminton.
- The one who prefers Epsilon drives Ship.
- Diya plays Chess, and the one who drives Car prefers Kappa.
- Neither Kaira nor Tara prefers Eta.
- The Athletics player does not drive Bike.
- If someone prefers Delta, then they do not play Table Tennis.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Laksh | Epsilon | Athletics | Scooter
Aarav | Zeta | Table Tennis | Car
Diya | Eta | Badminton | Bike
Kaira | Delta | Hockey | Ship
Tara | Alpha | Chess | Van
Gaurav | Kappa | Tennis | 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.
- Hina does not prefer Theta or Tennis.
- The one who prefers Iota drives Bus.
- Kaira plays Football, and the one who drives Train prefers Epsilon.
- Neither Tara nor Gaurav prefers Eta.
- The Cricket player does not drive Ship.
- If someone prefers Delta, then they do not play Chess.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Hina | Iota | Cricket | Metro
Vihaan | Theta | Chess | Train
Kaira | Eta | Tennis | Ship
Tara | Delta | Hockey | Bus
Gaurav | Kappa | Football | Bike
Xavier | Epsilon | Badminton | 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.
- Laksh does not prefer Epsilon or Chess.
- The one who prefers Gamma drives Van.
- Vihaan plays Football, and the one who drives Cycle prefers Alpha.
- Neither Omar nor Qadir prefers Kappa.
- The Hockey player does not drive Scooter.
- If someone prefers Eta, then they do not play Badminton.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Laksh | Gamma | Hockey | Bus
Zoya | Epsilon | Badminton | Cycle
Vihaan | Kappa | Chess | Scooter
Omar | Eta | Athletics | Van
Qadir | Iota | Football | Train
Bhavya | Alpha | Volleyball | 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.
- Cyrus does not prefer Iota or Basketball.
- The one who prefers Delta drives Ship.
- Omar plays Badminton, and the one who drives Bus prefers Kappa.
- Neither Diya nor Vihaan prefers Alpha.
- The Volleyball player does not drive Truck.
- If someone prefers Eta, then they do not play Cricket.
Continue elimination until each row has a unique triplet.
Verified final mapping:
Person | Brand | Sport | Vehicle
--- | --- | --- | ---
Cyrus | Delta | Volleyball | Van
Wafa | Iota | Cricket | Bus
Omar | Alpha | Basketball | Truck
Diya | Eta | Chess | Ship
Vihaan | Beta | Badminton | Car
Priya | Kappa | Tennis | 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.