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train-gpt-oss-120b-024-05
clear sky, what is the sigma‑0 value for the runway surface in the SAR image?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-059-05
Did the building’s SAR response differ between the pre‑event and the current image?
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "building" ], "temporal": "Pre-Event -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-043-07
Compare the flood water spread in the southern marsh from 2021-06-15 -> 2022-06-15, need SAR view cause optical cloudy.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [ "crossmodal_fusion" ], "entities": [ "flood" ], "temporal": "2021-06-15 -> 2022-06-15", "cloud_piercing_required": true }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-014-06
Describe the overall layout of the Kolkata harbour, focus on ships, warehouses and any green patches.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "building", "maritime", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-082-07
Has the number of cargo vessels anchored at the port changed since the image taken just before the monsoon arrived?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "maritime" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-021-03
Provide a concise caption of the flood‑prone lowlands near the Yamuna in Delhi.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-046-05
Use SAR to look beneath the smoke at the excavation site and draw its perimeter
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-050-08
Summarise the land‑cover and infrastructure near the Mumbai airport runway that touches the coastline.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "runway", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-003-00
Please compare the tea plantation waterlogged areas before monsoon and after monsoon in the Assam estate.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-084-05
mark the areas where the earthworks for the new relief road have started
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-024-09
clear weather, what does the cross‑polarisation (VH) tell us about the flood extent?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-044-09
Any signs of flood water receding on the southern side
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-083-00
Please highlight the main cargo vessel docked at the Mumbai port and outline nearby warehouses
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "building", "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-008-02
Is there any visible water pooling in the excavation trench south of the facility?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "flood", "excavation" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-024-00
no clouds today, what's the VV backscatter level over the runway?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-067-00
The monsoon haze is obscuring the runway; use SAR to reveal its condition.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": true }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-071-05
Exclude the harbor, what is the SAR signal strength over the green belt along the river?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-063-01
What is the polarisation ratio over the launchpad, and can you highlight the launchpad area on the map?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "sar_vqa", "secondary_intents": [ "visual_grounding" ], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-002-02
Pinpoint the cluster of residential buildings slated for redevelopment and summarize the surrounding land use.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [ "scene_captioning" ], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-080-07
I would like to know if the floodplain to the east of the runway is currently dry, ignoring any change the colour might suggest.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway", "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-079-01
Is there any visible runway extension near the old airstrip pls?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-071-08
No haze, is the SAR return from the drainage canal higher than from the surrounding fields?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "excavation", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-026-08
Show the evolution of vegetation cover under the dust cloud from 2 Months Ago to Now and outline the newly greened areas
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [ "crossmodal_fusion", "visual_grounding" ], "entities": [ "vegetation" ], "temporal": "2 Months Ago -> Now", "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-008-09
Is there any sign of a temporary storage building erected next to the runway extension?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway", "building" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-012-05
What variations do you notice in the forest cover surrounding the launch pad when comparing today's view with the record from six months back?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "launchpad", "vegetation" ], "temporal": "6 Months Ago -> Now", "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-019-04
Could you highlight any additional storage sheds that have been constructed at the dock between 2021 and 2023?
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "building" ], "temporal": "2021 -> 2023", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-090-01
kya is image mein runway ka surface wet lag raha hai?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-047-08
Is there a visible boat docked at the smaller jetty located downstream of the main port?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-028-06
Do the satellite pictures show a boat moored at the nearby harbour?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-005-03
Describe the overall layout of the Bengaluru outskirt base and mark the location of the main building complex.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [ "visual_grounding" ], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-053-08
is there more waterlogged area after the heavy rain, before and after images needed
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "flood" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-104-02
Describe your method for cloud storage fusion so I can see the runway extensions that are currently masked by fog
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": true }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-044-02
Vegetation density ka count east side me batao
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-059-03
Show whether the excavation site’s radar return has changed since the January 2023 capture.
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "excavation" ], "temporal": "January 2023 -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-091-01
Show me what changed at the launch pad between March 2023 and March 2024 and provide a brief scene summary.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [ "scene_captioning" ], "entities": [ "launchpad" ], "temporal": "March 2023 -> March 2024", "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-089-01
Clear sky, but the haze masks the launch pad; combine SAR and optical to see the propellant tanks.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": true }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-020-04
Sky is clear, create a fused image to count vessels on the Brahmaputra, but ignore any ships docked at the jetty
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-031-08
thick cloud layer above the plantation; provide a short scene caption after cloud removal
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "scene_captioning" ], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": true }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-086-03
Show me the location of the vegetation patches and summarize the overall land cover.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "visual_grounding", "secondary_intents": [ "scene_captioning" ], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-102-02
I would like to know how the vegetation near the river has altered since the monsoon, given that the atmosphere is clear now.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": "Monsoon -> Now", "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-034-08
Change the colour scheme in your report and give a narrative caption of the entire Sriharikota site, focusing on vegetation and water features.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-091-08
What are the changes in vegetation cover between the dry season image and the monsoon image, and mark the regions where trees remain.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [ "visual_grounding" ], "entities": [ "vegetation" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-076-08
Thick fog hides the agricultural fields near the city outskirts; could you pierce the fog and provide a brief scene caption?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "scene_captioning" ], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-063-04
For the excavation trench, what is the VV backscatter level, and could you provide a short caption of the whole scene?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "sar_vqa", "secondary_intents": [ "scene_captioning" ], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-052-02
Sky is clear, report the number of runways intersecting the mangrove area.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-015-04
The sky is clear, not cloudy; what does the cross‑polarisation ratio tell us about the building rooftops in the industrial zone?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-041-09
is there any visible construction scaffolding near the administrative building?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-104-08
Upload the data to cloud storage and fuse the images so I can see the building rooftops that the smog is masking over the central business district
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": true }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-042-04
Describe your method for detecting the launchpad but tell me if the rocket tower is in view
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-076-02
Smoke from the recent fire hides the warehouse district; could you penetrate the haze and give a brief description of the scene?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "scene_captioning" ], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-046-07
Remove the thin cloud layer above the forest, fuse the bands and mark the clearings
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-023-00
visakhapatnam ke tarmac par kitne aircraft dikh rahe hain?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-058-00
Count the launchpads visible, noting there are no clouds in the sky
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-104-05
Draw conclusions from a fused SAR‑optical product to locate the narrow excavation trench that the dust storm is covering near the railway line
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": true }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-052-05
No clouds, how many houses are still standing in the flood‑affected zone?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "building", "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-001-04
Provide the count of mangrove trees and describe the overall land‑cover in this sector.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [ "scene_captioning" ], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-005-08
Count the number of helicopters on the tarmac and outline the parking spots they occupy.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [ "visual_grounding" ], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-059-07
Check if the vegetation’s radar backscatter has reduced since the post‑monsoon image.
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "vegetation" ], "temporal": "Post-Event -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-009-08
Identify the clusters of huts that are still intact after the inundation.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "building", "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-046-00
Fuse SAR and optical to reveal the runway under haze and outline its edges
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-094-07
No fog, use SAR to see beneath the tea canopy for any hidden flood patches.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-032-06
What is the speckle noise level in the SAR image and box the launch pad structures present
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [ "visual_grounding" ], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-021-08
Provide an overview of the runway complex at Indira Gandhi International Airport, including surrounding structures.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "runway", "building" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-059-02
Is the vegetation backscatter higher now than in the pre‑event image near the hilltop?
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "vegetation" ], "temporal": "Pre-Event -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-056-08
describe the land cover, especially looking for any new building activity
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-017-04
Is the tarmac clear of debris and can you mark any obstacles you see?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [ "visual_grounding" ], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-019-09
Please let me know if the green cover around the dock’s perimeter has decreased since the image captured in January 2023.
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "vegetation" ], "temporal": "January 2023 -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-046-03
Clouds obscure the river valley; fuse the data sources, outline the watercourse and summarize the surrounding vegetation
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding", "scene_captioning" ], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": true }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-073-01
Cloud storage request: count the number of warehouses visible near the docks.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-022-02
Show me the location of the fuel depot tanks close to the airstrip's western edge.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "runway", "building" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-012-09
Please compare the shoreline contour at the dock area now with its appearance in the image taken three months prior.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "maritime" ], "temporal": "3 Months Ago -> Now", "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-093-07
I need a concise summary of the visual layout of the port’s western side, including any vegetation.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "maritime", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-016-01
outline the expanded berth area that’s been added since january 2021
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [ "visual_grounding" ], "entities": [ "maritime" ], "temporal": "January 2021 -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-024-03
excluding the ships, what does the VH backscatter indicate about the trench soil?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-091-06
Identify any new runway cracks compared to the image from 2 Years Ago and outline them on the map.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [ "visual_grounding" ], "entities": [ "runway" ], "temporal": "2 Years Ago -> Now", "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-105-02
What differences are there in the launch pad structures from 1 Year Ago to Now?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "launchpad" ], "temporal": "1 Year Ago -> Now", "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-048-00
Please change the colour of the runway markings and show me exactly where the new taxiway starts.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-048-06
Mark as done the location of the abandoned building near the riverbank and outline it.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "building", "flood" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-083-08
kya yahan koi vegetation ka cluster hai jo flood ke baad survive kar raha hai, point out karo
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-089-03
Exclude the farmland, focus on the construction site; fuse the data to map any new buildings under the thin cloud.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": true }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-073-03
Draw conclusions about the runway length and say if any aircraft are parked.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-006-01
No clouds over the launch complex, just describe the buildings, launchpad structures and surrounding forest in detail.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "launchpad", "building", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-069-09
Give an overview of the area and pinpoint any ships docked along the shore.
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "scene_captioning", "secondary_intents": [ "visual_grounding" ], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-034-01
Please store the cloud data and provide a detailed scene caption covering the launchpad facilities and nearby fields.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "launchpad", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-080-00
Could you change the colour of the runway in the image so I can see cracks better?
{ "has_bitemporal_pair": false, "has_sar_pair": false }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-010-08
Generate a fused view to locate any flood water trapped in low‑lying fields under haze.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": true }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-100-07
indicate where the runway taxiway intersects the service road
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-026-05
Assess the change in excavation depth from pre‑event to post‑event and highlight the expanded trench network
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [ "visual_grounding" ], "entities": [ "excavation" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-001-00
How many fishing vessels are docked and outline the nearby vegetation patches?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [ "visual_grounding" ], "entities": [ "maritime", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-104-04
Mark as done the SAR‑optical fusion and highlight any launchpad structures concealed by the heavy haze over the coastal area
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "crossmodal_fusion", "secondary_intents": [ "visual_grounding" ], "entities": [ "launchpad" ], "temporal": null, "cloud_piercing_required": true }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-032-07
Provide the polarimetric decomposition result and give a brief caption of the vegetation and water mix in the area
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [ "scene_captioning" ], "entities": [ "flood", "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "compound" ]
openai/gpt-oss-120b
train-gpt-oss-120b-056-04
rann ke north side ka scene describe karo, koi ship ya boat to nahi hai na?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "scene_captioning", "secondary_intents": [], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "typo_hinglish" ]
openai/gpt-oss-120b
train-gpt-oss-120b-042-02
Point cloud the runway area and report if any tarmac cracks are visible
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "keyword_trap" ]
openai/gpt-oss-120b
train-gpt-oss-120b-058-05
How many excavation sites are visible, with clear skies and no smoke
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "excavation" ], "temporal": null, "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
train-gpt-oss-120b-084-04
identify the locations of the fishing boats that are still anchored after the storm surge
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "maritime" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-100-02
mark the building complex near the north edge of the scene
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "visual_grounding", "secondary_intents": [], "entities": [ "building" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-029-05
Provide the backscatter coefficient values for the airport runway at Sardar Vallabhbhai Patel International Airport.
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "sar_vqa", "secondary_intents": [], "entities": [ "runway" ], "temporal": null, "cloud_piercing_required": false }
[ "clean" ]
openai/gpt-oss-120b
train-gpt-oss-120b-059-00
Did the backscatter intensity over the Visakhapatnam river increase compared to the image from two months ago?
{ "has_bitemporal_pair": true, "has_sar_pair": false }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "flood" ], "temporal": "2 Months Ago -> Now", "cloud_piercing_required": false }
[ "hint_driven" ]
openai/gpt-oss-120b
train-gpt-oss-120b-041-08
are the tree lines intact along the northern perimeter?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "optical_vqa", "secondary_intents": [], "entities": [ "vegetation" ], "temporal": null, "cloud_piercing_required": false }
[ "paraphrase" ]
openai/gpt-oss-120b
train-gpt-oss-120b-040-06
The area is cloud‑free; are there any new runway markings visible compared with the pre‑event image?
{ "has_bitemporal_pair": false, "has_sar_pair": true }
{ "intent": "bitemporal_change", "secondary_intents": [], "entities": [ "runway" ], "temporal": "Pre-Event -> Post-Event", "cloud_piercing_required": false }
[ "negation" ]
openai/gpt-oss-120b
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satquery-router-decisions

Synthetic satellite-imagery questions, each with the two UI hints the SatQuery app sends and a routing decision (schema v1.0). Used to train and evaluate TanmayShah29/satquery-router-qwen2.5-1.5b-lora. Pipeline, labelling guidelines and full data card: https://github.com/TanmayShah29/llm-query-router

from datasets import load_dataset
ds = load_dataset("TanmayShah29/satquery-router-decisions")

Splits

split rows queries written by labels
train 564 openai/gpt-oss-120b the generator's label, kept only if nvidia/nemotron-3-ultra-550b-a55b produced the identical label blind
validation 93 same pool as train same
test 189 qwen/qwen3.8-27b, with its own personas and regions and no examples, before any training data existed kept only if qwen/qwen3.8-27b and openai/gpt-oss-20b labelled it identically, blind (intent kappa 0.889, 63% kept)
probes 20 hand-picked cases where the regex router fails hand-labelled; a diagnostic, not a measurement

All labels except the probes are silver: no human wrote or checked them. The test filter keeps only queries two models found unambiguous, so it's easier than real traffic; only 35% of bitemporal-mode test candidates survived it. Near-duplicates across splits were removed (character 3–5-gram TF-IDF cosine ≥ 0.85; none found). The test split's sha256 at freeze time is recorded in the GitHub repo (data/router_ft/test.sha256, for the original file with provenance columns).

Fields

  • id, query
  • hints: has_bitemporal_pair, has_sar_pair (UI mode; bitemporal mode means the intent is always bitemporal_change; the SAR hint never changes the label)
  • label: intent, secondary_intents, entities, temporal (null or "<start> -> <end>"), cloud_piercing_required
  • slices: clean, paraphrase, negation, typo_hinglish, compound, hint_driven, keyword_trap
  • source: the model that wrote the query

Licence and limitations

Rows were written and labelled by gpt-oss-120b, gpt-oss-20b, qwen3.8-27b and Nemotron Ultra through free API tiers; check those models' output terms before commercial reuse. Machine-written English and Hinglish (Latin script); Indian place names dominate; hint distribution set by hand to match the app's default mode. If you train on this data, don't evaluate on its test split.

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Models trained or fine-tuned on TanmayShah29/satquery-router-decisions