The correct statement about the homologous pair of chromosomes you described is:
These homologous chromosomes represent a maternal and a paternal chromosome.
Here's why the other statements are not correct:
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Each of these homologous chromosomes consists of a single chromatid. Therefore, they must come from a haploid cell. - This statement is generally not correct, as homologous chromosomes can consist of two sister chromatids each after DNA replication (during the S phase of the cell cycle). Only after meiosis does a cell become haploid, but the homologous chromosomes still consist of two chromatids until they are separated during meiosis II.
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These homologous chromosomes are formed by DNA replication. - This is misleading. Homologous chromosomes are inherited from the parents (one from the mother and one from the father) and do not form from DNA replication of one another. Rather, they are replicated during the S phase but are separate entities that come together in pairs during meiosis.
Thus, the correct understanding is that your homologous chromosomes represent one inherited from the mother (maternal) and one from the father (paternal), with different alleles for flower color.