id stringlengths 6 21 | cell stringclasses 16
values | heuristic_type stringclasses 4
values | constraint_type stringclasses 6
values | goal stringlengths 8 82 | question stringlengths 45 255 | shortcut_cue stringlengths 3 57 | hidden_constraint stringlengths 21 151 | shortcut_answer stringlengths 3 57 ⌀ | gold_answer stringlengths 3 147 | conflict_type stringclasses 4
values | explanation stringlengths 48 257 | pair_id stringlengths 4 11 ⌀ | pair_type stringclasses 3
values | heuristic_strength stringclasses 5
values | constraint_explicitness stringclasses 5
values | domain stringclasses 7
values | instance_type stringclasses 5
values | control_subtype stringclasses 6
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A3-002-exp-implicit2 | A3 | H-prox | C-val | Get the car battery replaced | I turned the key and nothing happened — no lights, no sound. The auto parts store is just down the street. Drive there or find another way? | just down the street | No electrical power suggests a dead battery; car can't start | Drive | Find another way (walk, get a jump, call for help) | missing_precondition | The symptoms (no lights, no sound) imply a dead battery but require inference. The model must deduce the car can't be driven. | A3-002 | constraint_active | strong | implicit | transportation | explicitness_variant | null |
A3-003-str-strong | A3 | H-prox | C-val | Get the car to a mechanic | My car is overheating badly — temperature gauge in the red. The mechanic's shop is literally 200 feet down the road. Should I drive it there or call a tow truck? | literally 200 feet down the road | Driving an overheating car risks engine damage | Drive | Call a tow truck | missing_precondition | Even at 200 feet, driving with the temp gauge in the red risks catastrophic engine damage. Tow it. | A3-003 | constraint_active | strong | implicit | transportation | strength_variant | null |
A3-003-str-medium | A3 | H-prox | C-val | Get the car to a mechanic | My car is overheating badly — temperature gauge in the red. The mechanic's shop is about 10 minutes away by car. Should I drive it there or call a tow truck? | about 10 minutes away by car | Driving an overheating car risks engine damage | Drive | Call a tow truck | missing_precondition | Driving 10 minutes with an overheating engine would likely cause severe damage. Call a tow. | A3-003 | constraint_active | medium | implicit | transportation | strength_variant | null |
A3-003-str-weak | A3 | H-prox | C-val | Get the car to a mechanic | My car is overheating badly — temperature gauge in the red. The nearest mechanic is about 30 miles away. Should I drive it there or call a tow truck? | about 30 miles away | Driving an overheating car risks engine damage | Drive | Call a tow truck | missing_precondition | At 30 miles the proximity pull is weak and the constraint is severe. Call a tow. | A3-003 | constraint_active | weak | implicit | transportation | strength_variant | null |
A3-003-str-inverted | A3 | H-prox | C-val | Get the car to a mechanic | My car is overheating badly — temperature gauge in the red. The nearest mechanic is over an hour's drive away. Should I drive it there or call a tow truck? | over an hour's drive away | Driving an overheating car risks engine damage | Drive | Call a tow truck | missing_precondition | Both distance and the overheating condition point to calling a tow. Heuristic and constraint align. | A3-003 | constraint_active | inverted | implicit | transportation | strength_variant | null |
A3-001-exp-implicit | A3 | H-prox | C-val | Get the flat tire repaired | I have a tire problem on my car. Tire shop is 2 minutes away. Drive there or call for help? | 2 minutes away | A flat tire makes the car unsafe to drive | Drive | Call roadside assistance | missing_precondition | The constraint is maximally implicit — 'tire problem' doesn't specify it's flat. Model must consider driving may be unsafe. | A3-001 | constraint_active | strong | implicit | transportation | explicitness_variant | null |
A3-001-exp-hint | A3 | H-prox | C-val | Get the flat tire repaired | I have a flat tire on my car — it's completely deflated. Tire repair shop is 2 minutes away. Should I drive there or call roadside assistance? | 2 minutes away | Can't drive safely on a completely deflated tire | Drive | Call roadside assistance | missing_precondition | The hint 'completely deflated' makes the severity clearer, suggesting driving would be on the rim. | A3-001 | constraint_active | strong | hint | transportation | explicitness_variant | null |
A3-001-exp-explicit | A3 | H-prox | C-val | Get the flat tire repaired | I have a flat tire and the car is riding on the rim — it cannot be safely driven. The tire shop is 2 minutes away. Should I try to drive or call roadside assistance? | 2 minutes away | Car is on the rim and cannot be safely driven | Drive | Call roadside assistance | missing_precondition | The constraint is fully explicit: 'riding on the rim' and 'cannot be safely driven' leave no ambiguity. | A3-001 | constraint_active | strong | explicit | transportation | explicitness_variant | null |
A3-004-exp-hint | A3 | H-prox | C-val | Get gas for the car | My car seems to have run out of gas in my driveway — the engine sputtered and died. Gas station is a 3-minute drive. Should I try to drive or walk with a gas can? | a 3-minute drive | No gas means the car can't be driven | Drive | Walk with a gas can | missing_precondition | The hint 'sputtered and died' suggests fuel starvation. The model should infer the car can't restart. | A3-004 | constraint_active | strong | hint | transportation | explicitness_variant | null |
A3-004-exp-explicit | A3 | H-prox | C-val | Get gas for the car | My car is completely out of gas and will not start. The gas station is a 3-minute drive away. Should I try to drive or walk with a gas can? | a 3-minute drive | Completely out of gas means the car cannot start or be driven | Drive | Walk with a gas can | missing_precondition | The constraint is fully explicit: 'completely out of gas and will not start' makes it clear driving is impossible. | A3-004 | constraint_active | strong | explicit | transportation | explicitness_variant | null |
A4-001 | A4 | H-prox | C-scope | Fill a prescription | I need to fill my prescription. The convenience store on my block sells some health products and is the closest option. Should I go there? | closest option | Convenience stores don't have pharmacies | Go to the convenience store | Go to a pharmacy | service_mismatch | Convenience stores sell OTC health products but do not have licensed pharmacies to fill prescriptions. A pharmacy (CVS, Walgreens, etc.) is required. | A4-001-pair | constraint_active | strong | implicit | medical | base | null |
A4-001-pair | A4 | H-prox | C-scope | Buy ibuprofen | I need to buy ibuprofen. Convenience store is closest. Go there? | closest | None - constraint removed | null | Yes | service_mismatch | Ibuprofen is an over-the-counter medication available at convenience stores. No prescription needed. | A4-001 | constraint_removed | strong | implicit | medical | pair | null |
A4-002 | A4 | H-prox | C-scope | Get a document notarized | I need a document notarized today. The bodega on the corner is the nearest place that offers various services. Should I try there? | nearest place that offers various services | Bodegas don't do notarization | Go to the bodega | Go to a bank, UPS Store, or find a notary | service_mismatch | Bodegas offer many convenience services but notarization requires a licensed notary public, typically found at banks, UPS stores, or law offices. | A4-002-pair | constraint_active | strong | implicit | work | base | null |
A4-002-pair | A4 | H-prox | C-scope | Send a FedEx package | I need to send a FedEx package. The bodega handles FedEx. Go there? | handles FedEx | None - constraint removed | null | Yes | service_mismatch | The bodega is a FedEx drop-off point, so it can handle the package. | A4-002 | constraint_removed | strong | implicit | work | pair | null |
A4-003 | A4 | H-prox | C-scope | Get an MRI of a knee | My doctor wants me to get a knee MRI. The community clinic nearest to me is just a 5-minute walk. Should I go there for the MRI? | nearest to me / just a 5-minute walk | Small community clinics typically don't have MRI machines | Go to the community clinic | Go to an imaging center or hospital | service_mismatch | MRI machines are expensive specialized equipment. Small community clinics typically don't have them. You need a hospital or dedicated imaging center. | A4-003-pair | constraint_active | strong | implicit | medical | base | null |
A4-003-pair | A4 | H-prox | C-scope | Get a flu shot | I need a flu shot. The community clinic is 5 minutes away. Go there? | 5 minutes away | None - constraint removed | null | Yes | service_mismatch | Community clinics routinely administer flu shots. This is well within their scope of services. | A4-003 | constraint_removed | strong | implicit | medical | pair | null |
A4-004 | A4 | H-prox | C-scope | Buy a specific college textbook (current edition) | I need the latest edition of my organic chemistry textbook by tomorrow. The independent bookstore around the corner is the closest place that sells books. Should I check there? | closest place that sells books | Small bookstores rarely stock specific college textbooks | Go to the independent bookstore | Check college bookstore or order online express | service_mismatch | Independent bookstores focus on general-interest titles and rarely stock specific college textbook editions. The college bookstore or online express shipping is more reliable. | A4-004-pair | constraint_active | strong | implicit | shopping | base | null |
A4-004-pair | A4 | H-prox | C-scope | Buy a popular bestseller novel | I want a popular bestseller novel. Small bookstore is closest. Check there? | closest | None - constraint removed | null | Yes | service_mismatch | Popular bestsellers are exactly what independent bookstores stock. The nearby store is a fine choice. | A4-004 | constraint_removed | strong | implicit | shopping | pair | null |
A4-005 | A4 | H-prox | C-scope | Get a silk dress dry cleaned | I need to get my silk dress dry cleaned for the gala. The laundromat next door is the nearest place for clothing care. Should I take it there? | nearest place for clothing care | Standard laundromats have washers and dryers, not dry cleaning | Go to the laundromat | Find an actual dry cleaner | service_mismatch | Laundromats provide self-service washing and drying but not dry cleaning. Silk requires specialized dry cleaning that only a dry cleaner can provide. | A4-005-pair | constraint_active | strong | implicit | home | base | null |
A4-005-pair | A4 | H-prox | C-scope | Wash cotton sheets | I need to wash my cotton sheets. Laundromat next door. Go there? | next door | None - constraint removed | null | Yes | service_mismatch | Cotton sheets are perfectly suited for regular washing machines at a laundromat. | A4-005 | constraint_removed | strong | implicit | home | pair | null |
A4-006 | A4 | H-prox | C-scope | Fax a signed document | I need to fax this signed document urgently. The coffee shop next door has a business corner with a printer. Should I go there to fax it? | business corner with a printer / next door | A printer is not a fax machine; most coffee shops don't have fax | Go to the coffee shop | Use an online fax service or go to a UPS/FedEx store | service_mismatch | A printer is not a fax machine. Coffee shops with business corners typically offer printing and Wi-Fi, not fax service. Use an online fax service or a shipping store. | A4-006-pair | constraint_active | strong | implicit | work | base | null |
A4-006-pair | A4 | H-prox | C-scope | Print a document | I need to print a document. Coffee shop next door has a printer. Go there? | next door / has a printer | None - constraint removed | null | Yes | service_mismatch | The coffee shop has a printer, which is exactly what you need. Go there. | A4-006 | constraint_removed | strong | implicit | work | pair | null |
A4-001-str-strong | A4 | H-prox | C-scope | Fill a prescription | I need to fill my prescription right now. The convenience store is literally 30 seconds away and sells health products. Should I go there? | literally 30 seconds away / sells health products | Convenience stores don't have pharmacies | Go to the convenience store | Go to a pharmacy | service_mismatch | Despite extreme proximity and health product offerings, convenience stores cannot fill prescriptions. A licensed pharmacy is required. | A4-001 | constraint_active | strong | implicit | medical | strength_variant | null |
A4-001-str-weak | A4 | H-prox | C-scope | Fill a prescription | I need to fill my prescription. There's a convenience store about a mile away that sells some health products. Should I go there, or find a pharmacy? | about a mile away / sells some health products | Convenience stores don't have pharmacies | Go to the convenience store | Go to a pharmacy | service_mismatch | At a mile away, the proximity pull is weaker, but the constraint remains: convenience stores cannot fill prescriptions. | A4-001 | constraint_active | weak | implicit | medical | strength_variant | null |
A4-003-exp-implicit | A4 | H-prox | C-scope | Get an MRI of a knee | I need a knee MRI. The clinic nearby is a 5-minute walk. Should I go there? | 5-minute walk / nearby | Small clinics typically don't have MRI machines | Go to the clinic | Go to an imaging center or hospital | service_mismatch | The constraint is fully implicit. 'Clinic nearby' gives no indication of whether it has MRI capabilities. The model must infer that small clinics lack MRI equipment. | A4-003 | constraint_active | strong | implicit | medical | explicitness_variant | null |
A4-003-exp-hint | A4 | H-prox | C-scope | Get an MRI of a knee | My doctor wants me to get a knee MRI. The small community clinic nearest to me is just a 5-minute walk — they handle basic checkups and blood work. Should I go there for the MRI? | nearest / just a 5-minute walk | A clinic that handles 'basic checkups and blood work' is unlikely to have MRI equipment | Go to the community clinic | Go to an imaging center or hospital | service_mismatch | The hint 'basic checkups and blood work' suggests limited capabilities, nudging the model to realize MRI is beyond their scope. | A4-003 | constraint_active | strong | hint | medical | explicitness_variant | null |
A4-002-str-strong | A4 | H-prox | C-scope | Get a document notarized | I need a document notarized today. The bodega literally next door offers various services. Should I try there? | literally next door / various services | Bodegas don't do notarization | Go to the bodega | Go to a bank, UPS Store, or find a notary | service_mismatch | Despite being right next door and offering various services, bodegas cannot notarize documents. A licensed notary is required. | A4-002 | constraint_active | strong | implicit | work | strength_variant | null |
A4-002-str-weak | A4 | H-prox | C-scope | Get a document notarized | I need a document notarized today. There's a bodega about a mile away that offers various services. Should I try there? | about a mile away / various services | Bodegas don't do notarization | Go to the bodega | Go to a bank, UPS Store, or find a notary | service_mismatch | At a mile away the proximity pull is weaker, but the real issue is that bodegas don't offer notary services. | A4-002 | constraint_active | weak | implicit | work | strength_variant | null |
A4-005-exp-hint | A4 | H-prox | C-scope | Get a silk dress dry cleaned | I need to get my delicate silk dress dry cleaned for the gala. The laundromat next door has washers and dryers. Should I take it there? | next door | Laundromat washers/dryers are not dry cleaning; silk requires specialized dry cleaning | Go to the laundromat | Find an actual dry cleaner | service_mismatch | The hint 'delicate silk' and 'washers and dryers' together suggest a mismatch — silk can't go in regular washers. | A4-005 | constraint_active | strong | hint | home | explicitness_variant | null |
A4-005-exp-explicit | A4 | H-prox | C-scope | Get a silk dress dry cleaned | I need to get my silk dress dry cleaned — the care label says 'dry clean only.' The laundromat next door only has regular washers and dryers. Should I take it there? | next door | Regular washers/dryers will ruin a dry-clean-only silk garment | Go to the laundromat | Find an actual dry cleaner | service_mismatch | The constraint is explicit: 'dry clean only' label and 'only has regular washers and dryers' makes the mismatch clear. | A4-005 | constraint_active | strong | explicit | home | explicitness_variant | null |
A5-001 | A5 | H-prox | C-proc | Buy groceries today | I need to pick up groceries tonight. The grocery store is only 2 minutes away, but it's already 11 PM. Should I head over now or wait until tomorrow? | only 2 minutes away | Store closes at 10 PM | Go now | Wait until tomorrow | missing_precondition | Most grocery stores close by 10 PM. At 11 PM, the store is almost certainly closed. Going now would be a wasted trip. | A5-001-pair | constraint_active | strong | implicit | shopping | base | null |
A5-001-pair | A5 | H-prox | C-proc | Buy groceries today | I need groceries. The store is 2 minutes away and it's 6 PM. Head over now or wait? | 2 minutes away | None - constraint removed | null | Go now | missing_precondition | At 6 PM, the store is open. It's close by, so heading over now is the obvious choice. | A5-001 | constraint_removed | strong | implicit | shopping | pair | null |
A5-002 | A5 | H-prox | C-proc | Get a passport photo taken | I need to get my passport photo taken at the post office. It's just across the street. Should I walk over right now or call ahead? | just across the street | Many post offices require appointments for passport services | Walk over now | Call ahead or book an appointment first | missing_precondition | Passport services at post offices typically require appointments. Walking over without one may result in being turned away. | A5-002-pair | constraint_active | strong | implicit | work | base | null |
A5-002-pair | A5 | H-prox | C-proc | Buy stamps | I need to buy stamps. Post office is across the street. Go now or call ahead? | across the street | None - constraint removed | null | Go now | missing_precondition | Buying stamps requires no appointment. Just walk over during business hours. | A5-002 | constraint_removed | strong | implicit | work | pair | null |
A5-003 | A5 | H-prox | C-proc | Have dinner at a popular restaurant | I want to eat at that new restaurant everyone's talking about. It's right around the corner from my office. Should I just walk over for dinner tonight? | right around the corner | Popular restaurant likely needs a reservation | Walk over | Make a reservation first | missing_precondition | A popular new restaurant that 'everyone's talking about' will likely be fully booked. Making a reservation first avoids being turned away. | A5-003-pair | constraint_active | strong | implicit | travel | base | null |
A5-003-pair | A5 | H-prox | C-proc | Grab a quick lunch at a casual deli | I want to grab a quick lunch at the casual deli around the corner. Should I just walk over? | around the corner | None - constraint removed | null | Yes | missing_precondition | A casual deli doesn't require reservations. Just walk over. | A5-003 | constraint_removed | strong | implicit | travel | pair | null |
A5-004 | A5 | H-prox | C-proc | Renew driver's license | I need to renew my driver's license. The DMV is only 5 minutes from my house. Should I head over there now? | only 5 minutes | Need to bring specific documents and may need an appointment | Go now | Check requirements and book appointment first | missing_precondition | DMV license renewal requires specific documents (ID, proof of residence, etc.) and many locations require appointments. Going unprepared wastes time. | A5-004-pair | constraint_active | strong | implicit | work | base | null |
A5-004-pair | A5 | H-prox | C-proc | Pick up a DMV handbook | I want to pick up a DMV handbook. It's 5 minutes away. Head over now? | 5 minutes away | None - constraint removed | null | Yes | missing_precondition | Picking up a handbook requires no appointment or special documents. Just go. | A5-004 | constraint_removed | strong | implicit | work | pair | null |
A5-005 | A5 | H-prox | C-proc | Deposit a check with a teller | I need to deposit this check with a bank teller. My bank branch is next door, but it's Saturday at 2 PM. Should I walk over? | next door | Most bank branches close early on Saturday or are closed | Walk over | Check hours first or use mobile deposit | missing_precondition | Most bank branches close at noon or 1 PM on Saturdays. At 2 PM, the branch is likely closed. Use mobile deposit or wait until Monday. | A5-005-pair | constraint_active | strong | implicit | work | base | null |
A5-005-pair | A5 | H-prox | C-proc | Use the ATM | I need to use the ATM. The bank is next door and it's Saturday 2 PM. Walk over? | next door | None - constraint removed | null | Yes | missing_precondition | ATMs are available 24/7 regardless of branch hours. Walk over anytime. | A5-005 | constraint_removed | strong | implicit | work | pair | null |
A5-006 | A5 | H-prox | C-proc | Visit the art museum | I want to visit the art museum today. It's only a 10-minute walk from my hotel. Should I head over now? It's Monday morning. | only a 10-minute walk | Many museums are closed on Mondays | Head over | Check if it's open on Mondays first | missing_precondition | Many art museums worldwide are closed on Mondays for maintenance. Check the schedule before making the trip. | A5-006-pair | constraint_active | strong | implicit | travel | base | null |
A5-006-pair | A5 | H-prox | C-proc | Visit the art museum | I want to visit the art museum. It's 10 minutes away and it's Wednesday. Head over? | 10 minutes away | None - constraint removed | null | Yes | missing_precondition | Wednesday is a normal operating day for museums. Head over. | A5-006 | constraint_removed | strong | implicit | travel | pair | null |
A5-007 | A5 | H-prox | C-proc | Work out at the gym | I want to hit the gym for a workout. It's just around the corner. But I just remembered my membership expired last week. Should I head over? | just around the corner | Expired membership means can't enter | Head over | Renew membership first (online or by phone) | missing_precondition | An expired membership means you'll be denied entry. Renew online or by phone first, then go. | A5-007-pair | constraint_active | strong | implicit | home | base | null |
A5-007-pair | A5 | H-prox | C-proc | Work out at the gym | I want to hit the gym. It's just around the corner and my membership is active. Head over? | just around the corner | None - constraint removed | null | Yes | missing_precondition | Membership is active, gym is close. Go work out. | A5-007 | constraint_removed | strong | implicit | home | pair | null |
A5-008 | A5 | H-prox | C-proc | Pick up a prescription | I need to pick up my prescription. The pharmacy is 3 minutes away. My doctor said she'd call it in today. Should I head there now? | 3 minutes away | Prescription may not be ready yet | Go now | Call pharmacy to confirm it's ready first | missing_precondition | The doctor said she'd call it in 'today' but may not have done so yet. Calling ahead avoids a wasted trip. | A5-008-pair | constraint_active | strong | implicit | medical | base | null |
A5-008-pair | A5 | H-prox | C-proc | Pick up a prescription | I need to pick up my prescription — the pharmacy texted that it's ready. It's 3 minutes away. Head over? | 3 minutes away | None - constraint removed | null | Yes | missing_precondition | The pharmacy confirmed it's ready. Just head over. | A5-008 | constraint_removed | strong | implicit | medical | pair | null |
A5-001-str-strong | A5 | H-prox | C-proc | Buy groceries today | I need groceries tonight. The store is literally next door to my apartment, but it's 11 PM. Should I head over now or wait? | literally next door | Store closes at 10 PM | Go now | Wait until tomorrow | missing_precondition | Even next door, a closed store is a closed store. The extreme proximity makes the heuristic stronger but doesn't override the constraint. | A5-001 | constraint_active | strong | implicit | shopping | strength_variant | null |
A5-001-str-medium | A5 | H-prox | C-proc | Buy groceries today | I need groceries tonight. The grocery store is about a 10-minute walk, but it's 11 PM. Should I head over now or wait? | about a 10-minute walk | Store closes at 10 PM | Go now | Wait until tomorrow | missing_precondition | At 10 minutes away and 11 PM, the store is closed. The proximity cue is moderate but irrelevant when the store isn't open. | A5-001 | constraint_active | medium | implicit | shopping | strength_variant | null |
A5-001-str-weak | A5 | H-prox | C-proc | Buy groceries today | I need groceries tonight. The grocery store is about a 30-minute drive, and it's 11 PM. Should I head over now or wait? | about a 30-minute drive | Store closes at 10 PM | Go now | Wait until tomorrow | missing_precondition | At 30 minutes away and 11 PM, the proximity heuristic is weak. The store is closed regardless of distance. | A5-001 | constraint_active | weak | implicit | shopping | strength_variant | null |
A5-002-exp-implicit | A5 | H-prox | C-proc | Get a passport photo taken | I need passport services at the post office. It's just across the street. Should I go now? | just across the street | Passport services at post offices typically require appointments | Go now | Call ahead or book an appointment first | missing_precondition | The constraint is fully implicit — nothing mentions appointments. The model must know that passport services require scheduling. | A5-002 | constraint_active | strong | implicit | work | explicitness_variant | null |
A5-002-exp-hint | A5 | H-prox | C-proc | Get a passport photo taken | I need to get my passport photo taken at the post office. It's just across the street. I haven't checked their passport service schedule. Should I walk over right now or call ahead? | just across the street | Post offices require appointments for passport services | Walk over now | Call ahead or book an appointment first | missing_precondition | The mention of 'haven't checked their passport service schedule' hints that scheduling may be needed, but doesn't state it outright. | A5-002 | constraint_active | strong | hint | work | explicitness_variant | null |
A5-002-exp-explicit | A5 | H-prox | C-proc | Get a passport photo taken | I need to get my passport photo taken at the post office. It's just across the street. I know they require appointments for passport services. Should I walk over right now or book an appointment first? | just across the street | Post offices require appointments for passport services | Walk over now | Book an appointment first | missing_precondition | The constraint is fully explicit: 'I know they require appointments' makes it clear you must book first. | A5-002 | constraint_active | strong | explicit | work | explicitness_variant | null |
A5-003-str-strong | A5 | H-prox | C-proc | Have dinner at a popular restaurant | I want to eat at that new restaurant everyone's talking about. It's literally next door to my office. Should I just walk over for dinner tonight? | literally next door | Popular restaurant likely needs a reservation | Walk over | Make a reservation first | missing_precondition | Even with extreme proximity, a popular restaurant likely requires a reservation. Walking over without one risks being turned away. | A5-003 | constraint_active | strong | implicit | travel | strength_variant | null |
A5-003-str-medium | A5 | H-prox | C-proc | Have dinner at a popular restaurant | I want to eat at that new restaurant everyone's talking about. It's about a 15-minute walk from my office. Should I just head over for dinner tonight? | about a 15-minute walk | Popular restaurant likely needs a reservation | Head over | Make a reservation first | missing_precondition | At 15 minutes away the proximity pull is moderate, but the popular restaurant still likely needs a reservation. | A5-003 | constraint_active | medium | implicit | travel | strength_variant | null |
A5-003-str-weak | A5 | H-prox | C-proc | Have dinner at a popular restaurant | I want to eat at that new restaurant everyone's talking about. It's about a 30-minute drive from my office. Should I just head over for dinner tonight? | about a 30-minute drive | Popular restaurant likely needs a reservation | Head over | Make a reservation first | missing_precondition | At 30 minutes away, the proximity heuristic is weak, but the reservation requirement remains the key constraint. | A5-003 | constraint_active | weak | implicit | travel | strength_variant | null |
A5-001-exp-implicit | A5 | H-prox | C-proc | Buy groceries today | I need groceries. The store is 2 minutes away and it's late at night. Head over? | 2 minutes away | Store is likely closed late at night | Go now | Wait until tomorrow or check hours first | missing_precondition | The constraint is maximally implicit — 'late at night' doesn't state the time or that the store is closed. Model must infer typical closing hours. | A5-001 | constraint_active | strong | implicit | shopping | explicitness_variant | null |
A5-001-exp-hint | A5 | H-prox | C-proc | Buy groceries today | I need groceries tonight. The store is 2 minutes away, but it's 11 PM and the store usually closes at 10. Should I head over? | 2 minutes away | Store closes at 10 PM and it's now 11 PM | Go now | Wait until tomorrow | missing_precondition | The hint 'usually closes at 10' makes the closure likely but not certain — maybe it's open late today. | A5-001 | constraint_active | strong | hint | shopping | explicitness_variant | null |
A5-001-exp-explicit | A5 | H-prox | C-proc | Buy groceries today | I need groceries tonight. The store is 2 minutes away, but it's 11 PM and I know for a fact the store closed at 10 PM. Should I head over or wait until tomorrow? | 2 minutes away | Store is confirmed closed since 10 PM | Go now | Wait until tomorrow | missing_precondition | The constraint is fully explicit: 'I know for a fact the store closed at 10 PM' removes all ambiguity. | A5-001 | constraint_active | strong | explicit | shopping | explicitness_variant | null |
A5-004-exp-hint | A5 | H-prox | C-proc | Renew driver's license | I need to renew my driver's license at the DMV. It's only 5 minutes away. I think they might need some documents and possibly an appointment. Should I just head over now? | only 5 minutes | DMV requires specific documents and likely an appointment | Go now | Check requirements and book appointment first | missing_precondition | The hint 'might need some documents and possibly an appointment' suggests procedural requirements but doesn't confirm them. | A5-004 | constraint_active | strong | hint | work | explicitness_variant | null |
A5-004-exp-explicit | A5 | H-prox | C-proc | Renew driver's license | I need to renew my driver's license at the DMV. It's 5 minutes away. I know they require proof of identity, proof of address, and an appointment. I haven't gathered any documents or made an appointment. Should I head over now? | 5 minutes away | Missing required documents and appointment | Go now | Gather documents and book an appointment first | missing_precondition | The constraint is fully explicit: specific document requirements and appointment need are stated, along with the fact they haven't been met. | A5-004 | constraint_active | strong | explicit | work | explicitness_variant | null |
B1-001 | B1 | H-eff | C-pres | Get the car washed | I need to get my car washed quickly. Walking through the park is actually the fastest route to the car wash — only 8 minutes vs 12 minutes driving around. Should I walk through the park? | fastest route | The car must physically be at the car wash to be washed | Walk through the park | Drive the car to the car wash | goal_substitution | Walking gets you there faster, but the goal is to get the car washed — which requires the car to be at the car wash. Walking only gets you there, not the car. | B1-001-pair | constraint_active | strong | implicit | transportation | base | null |
B1-001-pair | B1 | H-eff | C-pres | Pick up a car wash receipt | I need to pick up my car wash receipt. Walking through the park is the fastest route — only 8 minutes vs 12 minutes driving around. Should I walk through the park? | fastest route | None - constraint removed | Walk through the park | Walk through the park | goal_substitution | The goal is to pick up a receipt, which only requires you to be there — no car needed. Walking is a valid and faster option. | B1-001 | constraint_removed | strong | implicit | transportation | pair | null |
B1-002 | B1 | H-eff | C-pres | Get a suit dry cleaned | I need to get this suit dry cleaned before tomorrow's meeting. Running there is the quickest way — it's 3 blocks. Should I jog over with it? | quickest way | Carrying a suit while jogging will wrinkle or damage it, defeating the purpose of dry cleaning | Jog over with the suit | Walk carefully or drive to preserve the suit's condition | goal_substitution | The goal is to get the suit dry cleaned so it's presentable. Jogging with it will wrinkle or damage it, undermining the purpose. Walking carefully or driving preserves the garment. | B1-002-pair | constraint_active | strong | implicit | home | base | null |
B1-002-pair | B1 | H-eff | C-pres | Drop off gym clothes at the dry cleaner | I need to drop off my gym clothes at the dry cleaner. Jogging there is the fastest — it's 3 blocks. Should I jog over with them? | fastest | None - constraint removed | Jog over with the gym clothes | Jog over with the gym clothes | goal_substitution | Gym clothes are durable and not delicate — jogging with them won't cause any damage. The fastest route is fine. | B1-002 | constraint_removed | strong | implicit | home | pair | null |
B1-003 | B1 | H-eff | C-pres | Return a rental car | I need to return my rental car. The rental office is just down the hill — I could skateboard there in 5 minutes vs a 10-minute drive around the block. Should I skateboard? | 5 minutes vs 10 minutes | The rental car itself must be returned to the rental office | Skateboard there | Drive the rental car to the rental office | goal_substitution | Returning a rental car requires bringing the car to the office, not just yourself. Skateboarding gets you there but leaves the car behind. | B1-003-pair | constraint_active | strong | implicit | transportation | base | null |
B1-003-pair | B1 | H-eff | C-pres | Return the rental key at the office | I need to return the rental key at the office. Skateboarding down the hill takes 5 minutes vs driving 10 minutes around the block. Should I skateboard? | 5 minutes vs 10 minutes | None - constraint removed | Skateboard there | Skateboard there | goal_substitution | Returning a key only requires you to get there with the key. Skateboarding is faster and perfectly valid. | B1-003 | constraint_removed | strong | implicit | transportation | pair | null |
B1-004 | B1 | H-eff | C-pres | Donate large furniture to a thrift store | I want to donate this bookshelf and armchair to the thrift store. Biking there is faster since there's no traffic on the bike path. Should I bike? | faster | A bookshelf and armchair cannot be transported on a bicycle | Bike there | Drive or arrange a pickup for the furniture | goal_substitution | Donating furniture requires physically transporting the items to the store. A bicycle cannot carry a bookshelf and armchair. | B1-004-pair | constraint_active | medium | implicit | transportation | base | null |
B1-004-pair | B1 | H-eff | C-pres | Donate a bag of clothes to a thrift store | I want to donate a bag of clothes to the thrift store. Biking there is faster since there's no traffic on the bike path. Should I bike? | faster | None - constraint removed | Bike there | Bike there | goal_substitution | A bag of clothes is easily carried on a bike. Biking is a valid and faster option. | B1-004 | constraint_removed | medium | implicit | transportation | pair | null |
B1-005 | B1 | H-eff | C-pres | Pick up a 65-inch TV | I ordered a 65-inch TV for pickup. My electric scooter would get me there fastest — no parking hassle. Should I scoot over and pick it up? | fastest | A 65-inch TV cannot be transported on an electric scooter | Take the scooter | Drive a car or arrange delivery | goal_substitution | Picking up a 65-inch TV requires a vehicle large enough to transport it. A scooter cannot safely carry a TV of that size. | B1-005-pair | constraint_active | strong | implicit | shopping | base | null |
B1-005-pair | B1 | H-eff | C-pres | Pick up a phone case from a store | I need to pick up a phone case from the store. My electric scooter would get me there fastest — no parking hassle. Should I scoot over? | fastest | None - constraint removed | Take the scooter | Take the scooter | goal_substitution | A phone case is small and light — easily carried on a scooter. The fastest option works fine. | B1-005 | constraint_removed | strong | implicit | shopping | pair | null |
B1-006 | B1 | H-eff | C-pres | Get the car's brakes checked | I need to get my car's brakes checked. Taking an Uber is actually faster because of rush hour traffic. Should I Uber to the brake shop? | faster | Your car needs to be at the shop for the brake check | Take an Uber | Drive your car to the brake shop | goal_substitution | Getting brakes checked requires the car to be at the shop. Taking an Uber gets you there but not the car that needs service. | B1-006-pair | constraint_active | medium | implicit | transportation | base | null |
B1-006-pair | B1 | H-eff | C-pres | Pick up parts from the brake shop | I need to pick up parts from the brake shop. Taking an Uber is faster because of rush hour traffic. Should I Uber there? | faster | None - constraint removed | Take an Uber | Take an Uber | goal_substitution | Picking up parts only requires you to be there. An Uber is a valid and faster option during rush hour. | B1-006 | constraint_removed | medium | implicit | transportation | pair | null |
B1-001-str-strong | B1 | H-eff | C-pres | Get the car washed | I need to get my car washed quickly. Walking through the park takes literally 3 minutes — way faster than the 15-minute drive. Should I just walk? | literally 3 minutes — way faster | The car must physically be at the car wash to be washed | Walk through the park | Drive the car to the car wash | goal_substitution | Even though walking is much faster, the car must be at the car wash. The strong efficiency cue makes walking very tempting but does not change the physical requirement. | B1-001 | constraint_active | strong | implicit | transportation | strength_variant | null |
B1-001-str-weak | B1 | H-eff | C-pres | Get the car washed | I need to get my car washed. Walking to the car wash is only slightly faster than driving — maybe a minute or two difference. Should I walk? | only slightly faster | The car must physically be at the car wash to be washed | Walk | Drive the car to the car wash | goal_substitution | Even with a weak efficiency cue, the fundamental constraint remains: the car must be at the car wash. Walking is not viable regardless of time saved. | B1-001 | constraint_active | weak | implicit | transportation | strength_variant | null |
B1-003-exp-implicit | B1 | H-eff | C-pres | Return a rental car | I need to return the rental. The rental office is just down the hill — skateboarding is way faster. Should I skateboard? | way faster | The rental car itself must be returned to the rental office | Skateboard there | Drive the rental car to the rental office | goal_substitution | The implicit phrasing 'return the rental' still means bringing the car back, even though the constraint is not spelled out. | B1-003 | constraint_active | strong | implicit | transportation | explicitness_variant | null |
B1-003-exp-hint | B1 | H-eff | C-pres | Return a rental car | I need to return my rental car to the office. Skateboarding down the hill takes 5 minutes vs driving 10 around the block. Should I skateboard? | 5 minutes vs 10 minutes | The rental car itself must be returned to the rental office | Skateboard there | Drive the rental car to the rental office | goal_substitution | The hint phrasing 'return my rental car' makes the constraint slightly more visible, but the efficiency cue still competes for attention. | B1-003 | constraint_active | strong | hint | transportation | explicitness_variant | null |
B1-003-exp-explicit | B1 | H-eff | C-pres | Return a rental car | My rental car is parked at home and I need to return it to the rental office down the hill. Skateboarding would get me there in 5 minutes vs 10 minutes driving. How should I get the car to the office? | 5 minutes vs 10 minutes | The rental car itself must be returned to the rental office | Skateboard there | Drive the rental car to the rental office | goal_substitution | The explicit phrasing 'how should I get the car to the office' makes the constraint fully visible, reducing the heuristic's misleading power. | B1-003 | constraint_active | strong | explicit | transportation | explicitness_variant | null |
B1-001-str-medium | B1 | H-eff | C-pres | Get the car washed | I need to get my car washed. Walking to the car wash takes about 10 minutes, while driving takes 12. Should I walk? | 10 minutes vs 12 minutes | The car must physically be at the car wash to be washed | Walk | Drive the car to the car wash | goal_substitution | The medium-strength efficiency cue offers a modest time saving for walking, but the car still must be at the car wash for the goal to be achieved. | B1-001 | constraint_active | medium | implicit | transportation | strength_variant | null |
B1-001-str-inverted | B1 | H-eff | C-pres | Get the car washed | I need to get my car washed. The car wash is 15 miles across town — driving is the only practical option. Should I drive? | 15 miles across town | The car must physically be at the car wash to be washed | Drive | Drive the car to the car wash | goal_substitution | When the distance is large, both the efficiency heuristic and the constraint point toward driving. This is the inverted case where heuristic and constraint align. | B1-001 | constraint_active | inverted | implicit | transportation | strength_variant | null |
B1-003-exp-inverted | B1 | H-eff | C-pres | Return a rental car | I need to return my rental car. The rental office is just down the hill — driving takes only 10 minutes and I can bring the car directly. Should I drive? | only 10 minutes | The rental car itself must be returned to the rental office | Drive | Drive the rental car to the rental office | goal_substitution | This control variant makes both the heuristic and constraint obvious and aligned, serving as a baseline where the model should easily get the right answer. | B1-003 | constraint_active | inverted | explicit | transportation | explicitness_variant | null |
B2-001 | B2 | H-eff | C-cap | Move a 500-lb safe to the second floor | I need to move a 500-pound gun safe to the upstairs bedroom. What's the quickest way — should I just carry it up myself or hire movers? | quickest way | One person cannot carry 500 lbs | Carry it yourself | Hire movers or use equipment | missing_precondition | A 500-pound safe far exceeds what one person can lift or carry. The efficiency cue tempts toward doing it yourself, but the physical limitation makes professional movers or equipment necessary. | B2-001-pair | constraint_active | strong | implicit | home | base | null |
B2-001-pair | B2 | H-eff | C-cap | Move a desk lamp upstairs | I need to move a desk lamp to the upstairs bedroom. What's the quickest way — should I just carry it up myself or hire movers? | quickest way | None - constraint removed | Carry it yourself | Carry it yourself | missing_precondition | A desk lamp is light and easy to carry. The quickest way is indeed to carry it yourself. | B2-001 | constraint_removed | strong | implicit | home | pair | null |
B2-002 | B2 | H-eff | C-cap | Deliver 20 pizzas across town | I need to deliver 20 pizza boxes to a party across town as fast as possible. I could bike there in 15 minutes. Is biking the fastest option? | bike there in 15 minutes | Cannot safely carry 20 pizza boxes on a bike | Bike | Drive | missing_precondition | 20 pizza boxes cannot be safely transported on a bicycle — they would fall, get crushed, or be impossible to balance. Driving is necessary despite being potentially slower in transit. | B2-002-pair | constraint_active | strong | implicit | transportation | base | null |
B2-002-pair | B2 | H-eff | C-cap | Deliver one document across town | I need to deliver one document across town. Biking takes 15 minutes. Is biking the fastest option? | biking takes 15 minutes | None - constraint removed | Bike | Bike | missing_precondition | A single document is easily carried on a bike. If biking is fastest, it is the right choice. | B2-002 | constraint_removed | strong | implicit | transportation | pair | null |
B2-003 | B2 | H-eff | C-cap | Send a 50GB video file to a colleague | I need to send a 50GB video file to my colleague as quickly as possible. Should I just email it? | as quickly as possible | Email attachment limits are typically 25MB — far below 50GB | Email it | Use a file sharing service (Google Drive, Dropbox, etc.) | missing_precondition | Email services have attachment size limits (typically 25MB). A 50GB file is 2000x over the limit. A cloud file sharing service or physical drive transfer is required. | B2-003-pair | constraint_active | strong | implicit | digital | base | null |
B2-003-pair | B2 | H-eff | C-cap | Send a 200KB PDF to a colleague | I need to send a 200KB PDF to my colleague as quickly as possible. Should I just email it? | as quickly as possible | None - constraint removed | Email it | Email it | missing_precondition | A 200KB PDF is well within email attachment limits. Emailing is the quickest and most appropriate method. | B2-003 | constraint_removed | strong | implicit | digital | pair | null |
B2-004 | B2 | H-eff | C-cap | Move all furniture from old apartment to new one | I need to move all my furniture to my new apartment today. My compact Honda Civic is the fastest option since I won't have to wait for anyone. Should I just use my car? | fastest option since I won't have to wait | A compact car cannot fit furniture like couches, beds, and dressers | Use your Civic | Rent a truck or hire movers | missing_precondition | A Honda Civic cannot transport full-sized furniture. Despite the convenience of not waiting, a truck or movers are necessary to physically accomplish the move. | B2-004-pair | constraint_active | strong | implicit | home | base | null |
B2-004-pair | B2 | H-eff | C-cap | Move a suitcase of clothes to the new apartment | I need to move a suitcase of clothes to my new place. My Civic is fast since I won't have to wait. Should I use my car? | fast since I won't have to wait | None - constraint removed | Use your Civic | Use your Civic | missing_precondition | A suitcase of clothes easily fits in a compact car. Using the Civic is the fastest and most practical option. | B2-004 | constraint_removed | strong | implicit | home | pair | null |
B2-005 | B2 | H-eff | C-cap | Cut down a large tree branch hanging over the yard | There's a thick tree branch hanging dangerously over my roof. The fastest tool I can grab is a pair of kitchen scissors. Should I use those? | fastest tool I can grab | Kitchen scissors cannot cut a thick tree branch | Use kitchen scissors | Use a saw or call an arborist | missing_precondition | Kitchen scissors lack the cutting power to sever a thick tree branch. A saw, chainsaw, or professional arborist is needed regardless of how quickly you can grab scissors. | B2-005-pair | constraint_active | strong | implicit | home | base | null |
B2-005-pair | B2 | H-eff | C-cap | Cut some wrapping paper | I need to cut some wrapping paper. The fastest tool I can grab is a pair of kitchen scissors. Should I use those? | fastest tool I can grab | None - constraint removed | Use kitchen scissors | Use kitchen scissors | missing_precondition | Kitchen scissors are perfectly capable of cutting wrapping paper. The fastest available tool works fine here. | B2-005 | constraint_removed | strong | implicit | home | pair | null |
B2-006 | B2 | H-eff | C-cap | Back up a 10TB server | I need to back up our 10TB database server as fast as possible. I have a 64GB USB drive right here. Should I start the backup to this drive? | right here / as fast as possible | A 64GB USB drive cannot hold 10TB of data | Use the USB drive | Use enterprise backup solution or larger storage | missing_precondition | 64GB is roughly 0.6% of 10TB. The USB drive physically cannot store the backup. Enterprise-grade storage or cloud backup is required. | B2-006-pair | constraint_active | strong | implicit | digital | base | null |
B2-006-pair | B2 | H-eff | C-cap | Back up a 2GB folder | I need to back up a 2GB folder as fast as possible. I have a 64GB USB drive right here. Should I use it? | right here / as fast as possible | None - constraint removed | Use the USB drive | Use the USB drive | missing_precondition | 2GB fits easily on a 64GB USB drive. Using the readily available drive is the fastest option. | B2-006 | constraint_removed | strong | implicit | digital | pair | null |
B2-007 | B2 | H-eff | C-cap | Get a family of 4 to the airport | We need to get our family of four to the airport as fast as possible — our flight leaves in 2 hours. My motorcycle is the fastest vehicle I own. Should we take the motorcycle? | fastest vehicle / 2 hours | A motorcycle cannot legally or safely carry 4 people | Take the motorcycle | Take the car or call a cab/rideshare | missing_precondition | A motorcycle can carry at most 2 people (driver + one passenger) legally. A family of four requires a car, taxi, or rideshare regardless of which vehicle is fastest. | B2-007-pair | constraint_active | strong | implicit | transportation | base | null |
B2-007-pair | B2 | H-eff | C-cap | Get to the airport alone | I need to get to the airport fast — my flight leaves in 2 hours. My motorcycle is my fastest vehicle. Should I take the motorcycle? | fastest vehicle / 2 hours | None - constraint removed | Take the motorcycle | Take the motorcycle | missing_precondition | With only one person, a motorcycle is a perfectly valid and fast option. The capacity constraint does not apply. | B2-007 | constraint_removed | strong | implicit | transportation | pair | null |
B2-008 | B2 | H-eff | C-cap | Submit a certified copy of a legal document to the court | I need to submit a certified copy of my birth certificate to the court by tomorrow. The quickest thing I can do is snap a phone photo and email it. Should I do that? | quickest thing | Courts typically require official certified copies, not phone photos | Take a phone photo and email it | Get an official certified copy from the issuing authority | missing_precondition | Courts require certified copies with official seals and signatures. A phone photo is not a certified copy and will be rejected, wasting time despite the initial speed. | B2-008-pair | constraint_active | strong | implicit | work | base | null |
B2-008-pair | B2 | H-eff | C-cap | Show a friend the middle name on your birth certificate | I need to send my friend a photo of my birth certificate so she knows my middle name. The quickest thing is to snap a phone photo. Should I do that? | quickest thing | None - constraint removed | Take a phone photo | Take a phone photo | missing_precondition | For informal information sharing, a phone photo is perfectly adequate. No certified copy is needed. | B2-008 | constraint_removed | strong | implicit | work | pair | null |
B2-009 | B2 | H-eff | C-cap | Fire a ceramic pottery piece | I just made a clay pot and want to fire it as quickly as possible. My kitchen oven heats up fast. Should I fire it in my kitchen oven? | heats up fast | Kitchen ovens cannot reach kiln temperatures (1800-2400°F) needed for firing pottery; they max out around 500-550°F | Use the kitchen oven | Use a kiln | missing_precondition | Pottery firing requires temperatures of 1800-2400°F, while kitchen ovens max out around 500-550°F. The oven simply cannot accomplish the task regardless of how quickly it heats up. | B2-009-pair | constraint_active | strong | implicit | home | base | null |
B2-009-pair | B2 | H-eff | C-cap | Bake cookies quickly | I want to bake cookies as quickly as possible. My kitchen oven heats up fast. Should I use it? | heats up fast | None - constraint removed | Use the kitchen oven | Use the kitchen oven | missing_precondition | A kitchen oven is designed for baking cookies. The temperature range is appropriate and it heats up fast. | B2-009 | constraint_removed | strong | implicit | home | pair | null |
B2-010 | B2 | H-eff | C-cap | Transport a 20-foot extension ladder to a job site | I need to bring a 20-foot extension ladder to my job site. Biking there is the fastest route because of traffic. Should I bike with the ladder? | fastest route | A 20-foot ladder cannot be safely transported by bicycle | Bike with the ladder | Drive or arrange vehicle transport | missing_precondition | A 20-foot extension ladder is far too large to carry on a bicycle safely. It requires a truck, van, or roof rack-equipped vehicle. | B2-010-pair | constraint_active | strong | implicit | work | base | null |
B2-010-pair | B2 | H-eff | C-cap | Bring a small toolbox to the job site | I need to bring a small toolbox to the job site. Biking is the fastest route because of traffic. Should I bike? | fastest route | None - constraint removed | Bike | Bike | missing_precondition | A small toolbox can be carried in a backpack or bike basket. Biking is a valid fast option. | B2-010 | constraint_removed | strong | implicit | work | pair | null |
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