Safflower or Carthamus tinctorius is undoubtedly an herbaceous, thistle-like plant cultivated commercially to make safflower oil from the seeds from the plants. The oil has an identical texture and flavor to sunflower oil. In addition it tolerates high heat, which makes it ideal for cooking.