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"Inspect this LPBF powder-bed image and classify its condition. Answer with exactly one lowercase label: good or defect.",
"Classify the condition shown in this LPBF PB image. Respond only with good or defect.",
"Does this powder-bed region show a manufacturing anomaly? Return exactly good or defect.",
"Review this LPBF powder-bed monitoring image and assign one label: good or defect. Output the label only.",
"Determine whether this PB image region is normal or defective. Answer only with good or defect.",
"Examine the visible pattern in this LPBF powder-bed image. Classify it as good or defect using only that label.",
"Perform binary condition classification on this additive-manufacturing PB image. Output exactly good or defect.",
"Assess this LPBF powder-bed layer image for a visible anomaly. Reply with one lowercase label: good or defect.",
"Judge the condition of this powder-bed image from an LPBF build. Answer only good or defect.",
"Inspect this powder-bed process-monitoring image and classify the shown region. Use exactly good or defect.",
"Decide whether this LPBF PB sample is visually acceptable or anomalous. Return only good or defect.",
"Classify this powder-bed sample from laser powder bed fusion. The only valid answers are good and defect.",
"Evaluate the condition visible in this LPBF powder-bed image. Respond with exactly one label: good or defect.",
"Check this PB monitoring image for a defect-related visual pattern. Output only good or defect.",
"Assign a binary condition label to this LPBF powder-bed image: good or defect. Return only the label.",
"Analyze this powder-bed layer-monitoring region and determine its condition. Answer exactly good or defect.",
"Is the condition in this LPBF PB image good or defective? Respond only with good or defect.",
"Review this image region from powder-bed monitoring of an LPBF process. Classify it using only good or defect.",
"Identify the visual condition of this LPBF powder-bed sample. Return exactly one lowercase label: good or defect.",
"Perform visual quality classification for this PB image. Answer only good or defect.",
"Examine this LPBF powder-bed monitoring sample and decide whether it is good or defect. Output the label only.",
"Determine the binary quality class of this powder-bed image. Use exactly good or defect.",
"Assess this image from LPBF powder-bed process monitoring. Respond only with the appropriate label: good or defect.",
"Classify the observed condition in this powder-bed region. Return good or defect and nothing else.",
"Inspect this LPBF PB image for visible abnormality and provide its class. Answer only good or defect.",
"Judge this additive-manufacturing powder-bed image as good or defect. Return exactly the lowercase label.",
"Analyze this LPBF powder-bed image and assign its condition class. Valid output: good or defect.",
"Check the visual condition represented in this PB image. Reply with exactly one word: good or defect.",
"Evaluate this LPBF powder-bed image region and select the correct condition label. Output only good or defect.",
"Perform binary anomaly classification on this powder-bed sample. Answer with exactly good or defect."
]
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