The databases on different web are accessible through HTML based search engines. The information or data mined from these web servers mostly in unstructured format. Whenever a web user submitted query, the web database shows various Search Result Records (SRRs). There is no any provision of the semantic labels of data units in search result pages for the user query. Early applications require human efforts to annotate data units manually, which limit their scalability and usability. To reduce the human efforts, the automatic annotator is proposed to remove set of SRRs from result page returned from the web databases in structured format.