Multi-dimensional Conditional: Brand/Sport/Vehicle - Absolute-Beginner Level: core concept mastery Multi-dimensional Conditional: Brand/Sport/Vehicle ABSOLUTE BEGINNER

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

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