Eviezonr08/logicwaver-category-classifier
Text Classification • Updated
Datasets:
id int64 1 20 | questions stringlengths 50 202 | answers stringlengths 1 25 | categories stringlengths 4 41 | explanation stringlengths 48 301 |
|---|---|---|---|---|
1 | Which one does NOT belong in the same group? Options : Cookies / School days / Rock / Queen / Freezer | School days | odd-one-out / semantic classification | School days is a time period / phrase of 2 words, the other 4 are single-word physical objects/names. So School days does NOT belong. |
2 | A man sells a painting at 20% loss. If he had sold it for $20 more, he would have 5% profit. What was the cost price? | $80 | Math | Cost = $80
20% loss = sells at $64
• $20 more = $84 = 5% profit on $80 |
3 | Queen👑 is older than Cat ðŸˆ. Cat 🈠is older than Rock 🪨 .Rock 🪨 is older than River🌊 . River🌊 is older than Queen 👑— which one is false statement ? | River is older than Queen | transitive logic / circular paradox | Queen > Cat > Rock > River > Queen creates a loop, so Queen > Queen. At least one is false. If first 3 are true, then "River is older than Queen" is false. |
4 | If you have 3 cookies and you take away 2, how many cookies do you have? | 2 | possession puzzle | You took 2, so you now have those 2 in your hand. |
5 | A guy bought 50 eggs. 10 were eaten (by himself), 20 rotted and sold the rest. How many eggs were profited him? [In this case profit is not always = money] | 30 | Maths | Profit = benefit. 10 eaten = self-benefit, 20 sold = money benefit. 10+20=30 profited. 20 rotted = loss. |
6 | What comes 2 times in a week but 1 time in a year? | "e" | Word play | Count letter e — week has 2 e's, year has 1 e. |
7 | One letter doubled with another letter makes two words that mean the total opposite — one beautiful, one disgusting. What are they? | Wow and Eww | Word play /double-letter puzzle | Letters : "WW" Words for expressing : Eww and Wow |
8 | If one body has 2 legs and 2 hands, how many bodies for 62 legs and 62 hands? | 31 bodies | Math | 62 legs / 2 = 31, 62 hands / 2 = 31. Same number. |
9 | 1 cube can fix 1 necklace, but the cube breaks after fixing. It takes 1 new cube to repair a broken cube. You start with 4 cubes. How many necklaces can you fix in total if you can reuse repaired cubes? | 7 | logic / ambiguous | • Start: 4 cubes • Fix 4 necklaces → 4 broken cubes • You need 1 cube to fix 1 broken cube, so you sacrifice 2 cubes to fix 2 broken ones → now you have 2 fixed cubes back • Fix 2 more necklaces → 2 broken again • Sacrifice 1 cube to fix 1 broken → fix 1 more necklace
4 + 2 + 1 = 7 |
10 | A man has 10 apples, eats all but 3, gives away all but 2. How many left? | 2 | math / trick logic | He eats all but 3 means 3 remain, then gives away all but 2 means 2 remain at the end. |
11 | If all Zorks are Quibs, and no Quibs are Morks, can a Zork be a Mork? | Nope | syllogistic logic / categorical reasoning | All Zorks are inside Quibs, and Quibs never overlap with Morks, so Zork can never be Mork. |
12 | You have 5 coins in your pocket, you drop 2, you find 1 on the floor that was not yours. How many coins do YOU own now? | 3 | Owner ship vs possession/Lateral thinking | You OWN 3 coins, but you HAVE 4 coins in pocket. You started with 5, dropped 2 = 3 owned. The 1 you found is not yours, so you don't own it, you just possess it. So owned = 3, pocket count = 4. |
13 | Write the exact sentence: "This sentence has five words." Is that statement true? | yes | self referential logic/truth evaluation | Count: This(1) sentence(2) has(3) five(4) words(5). So it is 5 words, statement is true. |
14 | Alice is taller than Bob. Bob is taller than Charlie. Is Alice taller than Charlie? Explain why this is not just memory but logic. | yes | Transitive logic | Alice is taller than Charlie. This is transitive logic, not memory. If A > B and B > C, then A > C must be true. |
15 | A towel takes 1 hour to dry in sun. How long for 3 towels to dry if hung together? | 1 hour | parrarel processing / common sense | If hung separately side by side, they all dry at same time in parallel. 3 hours only if dried one after another. |
16 | You see a glass door with text "PUSH" but it only opens when you pull. What should you do to open it? | Pull it | real-world logic | Pull it. Ignore the label, follow reality / affordance. Logic overrules text. |
17 | If yesterday was tomorrow, today would be Friday. What day is today actually? | Wednesday | day-shift puzzle | If yesterday was tomorrow, you shift 2 days forward. Friday - 2 days = Wednesday is actual today. |
18 | bat and ball cost $1.10 together. Bat costs $1 more than ball. How much is ball? | $0.05 | Math | Ball = x, Bat = x + $1. So x + x+1 = 1.10 -> 2x = 0.10 -> x=0.05. Most people wrongly say $0.10. |
19 | You are in a race and you overtake the 2nd person. What position are you in now? | 2nd | positional logis | You took 2nd person's place, you are now 2nd, 1st is still ahead. |
20 | A farmer has 17 sheep, all but 9 die. How many are left? | 9 | maths | 9 alive. Logic: "all but 9 die" means 9 survived as the exception. 17 - 9 = 8 died, so 9 are left alive. |
LogicWaver Adversarial Reasoning Benchmark
Adversarial Semantic Reasoning Benchmark — 20 handcrafted odd-one-out puzzles where SOTA LLMs fail but humans succeed. For LLM evaluation & Chain-of-Thought probing.
🚀 Live Demo: https://huggingface.co/spaces/Eviezonr08/logicwaver-demo
▶️ Try 20 puzzles interactively - no install!
Files
Reasoning_Puzzle_without_proline.csv— 20 puzzles for evaluationwith_proline/Reasoning_Puzzle_proline.csv— Same 20 + pro_line reasoning traces
Example
Q: Which one does NOT belong in the same group? Cookies / School-days / Rock / Queen / Freezer A: School days explanation: Other 4 are single-word objects, School days is a 2-word time period.
Use
from datasets import load_dataset
ds = load_dataset("Eviezonr08/logicwaver-reasoning-v1")
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