It's likely a mismatch with how the document was analyzed, and how the query is being analyzed. I would use the Analyze API to see how the document is tokenized. You can then see how the query is tokenized with the Explain API and compare the two. Usually it becomes obvious how the two are analyzed differently and you can make corrections.
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