diff --git "a/validation.jsonl" "b/validation.jsonl"
--- "a/validation.jsonl"
+++ "b/validation.jsonl"
@@ -1,71 +1,1322 @@
-{"task": "leadership_identification", "input": "Who is the Chief Communications Officer of Richardson ISD?", "output": "Susy Rodriguez serves as the Chief Communications Officer of Richardson ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Richardson ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Multilingual Services of Frisco ISD?", "output": "Nicole Carr serves as the Executive Director of Multilingual Services of Frisco ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Richardson High School?", "output": "Michael Johnson is the principal of Richardson High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Richardson High School"}}
-{"task": "department_information", "input": "What department does Robert Chen work in at Katy ISD?", "output": "Robert Chen works in the District Administration department at Katy ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Katy ISD"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Human Resources of Round Rock ISD?", "output": "Liz Munoz serves as the Associate Superintendent for Human Resources of Round Rock ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Round Rock ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Bowie High School?", "output": "Jennifer Cervantes is the principal of Bowie High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Bowie High School"}}
-{"task": "school_administration", "input": "Who is the principal of Anderson High School?", "output": "James Murphy is the principal of Anderson High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Anderson High School"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Athletics of Frisco ISD?", "output": "Todd Jackson serves as the Executive Director of Athletics of Frisco ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "department_information", "input": "What department does Nicole Carr work in at Frisco ISD?", "output": "Nicole Carr works in the District Administration department at Frisco ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Lake Highlands High School?", "output": "Lisa Rodriguez is the principal of Lake Highlands High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Lake Highlands High School"}}
-{"task": "school_administration", "input": "Who is the principal of Frisco High School?", "output": "Jennifer Davis is the principal of Frisco High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco High School"}}
-{"task": "department_information", "input": "What department does Patricia Guerrero work in at Pasadena ISD?", "output": "Patricia Guerrero works in the District Administration department at Pasadena ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Pasadena ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Transportation of Katy ISD?", "output": "Jennifer Martinez serves as the Executive Director of Transportation of Katy ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Katy ISD"}}
-{"task": "department_information", "input": "What department does April Towery work in at Leander ISD?", "output": "April Towery works in the District Administration department at Leander ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Leander ISD"}}
-{"task": "department_information", "input": "What department does Steve Clausen work in at Humble ISD?", "output": "Steve Clausen works in the District Administration department at Humble ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Humble ISD"}}
-{"task": "department_information", "input": "What department does Anita Davis work in at Arlington ISD?", "output": "Anita Davis works in the District Administration department at Arlington ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Arlington ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Student Services of Frisco ISD?", "output": "Valerie Moran serves as the Executive Director of Student Services of Frisco ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "department_information", "input": "What department does Kevin Brown work in at Round Rock ISD?", "output": "Kevin Brown works in the District Administration department at Round Rock ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Round Rock ISD"}}
-{"task": "department_information", "input": "What department does Greta Maguire work in at Plano ISD?", "output": "Greta Maguire works in the District Administration department at Plano ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Plano ISD"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Human Resources of Richardson ISD?", "output": "Susan Tyra serves as the Associate Superintendent for Human Resources of Richardson ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Richardson ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief of Partnerships and Intergovernmental Relations of Dallas ISD?", "output": "Jon Dahlander serves as the Chief of Partnerships and Intergovernmental Relations of Dallas ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Dallas ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Elementary Education of Arlington ISD?", "output": "Melissa Dunn serves as the Executive Director of Elementary Education of Arlington ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Arlington ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Vista Ridge High School?", "output": "Rebecca Garcia is the principal of Vista Ridge High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Vista Ridge High School"}}
-{"task": "school_administration", "input": "Who is the principal of Lamar High School?", "output": "Lisa Rodriguez is the principal of Lamar High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Lamar High School"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Human Resources of Klein ISD?", "output": "Mitzi Branson serves as the Associate Superintendent for Human Resources of Klein ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Klein ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Bellaire High School?", "output": "Al Lloyd is the principal of Bellaire High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Bellaire High School"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Athletics of Katy ISD?", "output": "David Rodriguez serves as the Executive Director of Athletics of Katy ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Katy ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief Academic Officer of Katy ISD?", "output": "Chris Smith serves as the Chief Academic Officer of Katy ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Katy ISD"}}
-{"task": "department_information", "input": "What department does Darrell Blanton work in at Pasadena ISD?", "output": "Darrell Blanton works in the District Administration department at Pasadena ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Pasadena ISD"}}
-{"task": "leadership_identification", "input": "Who is the Deputy Superintendent of Staff and Accountability of Dallas ISD?", "output": "Pamela Lear serves as the Deputy Superintendent of Staff and Accountability of Dallas ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Dallas ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Transportation of Fort Bend ISD?", "output": "Buddy Grantham serves as the Executive Director of Transportation of Fort Bend ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Fort Bend ISD"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Human Resources of Pasadena ISD?", "output": "Sandra Brockway serves as the Associate Superintendent for Human Resources of Pasadena ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Pasadena ISD"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Operations of Garland ISD?", "output": "Jaime Castillo serves as the Associate Superintendent for Operations of Garland ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Garland ISD"}}
-{"task": "department_information", "input": "What department does Jaime Castillo work in at Garland ISD?", "output": "Jaime Castillo works in the District Administration department at Garland ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Garland ISD"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Business Operations of Leander ISD?", "output": "Tracy Fisher serves as the Associate Superintendent for Business Operations of Leander ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Leander ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Atascocita High School?", "output": "Amanda Wilson is the principal of Atascocita High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Atascocita High School"}}
-{"task": "leadership_identification", "input": "Who is the Chief of Schools of Houston ISD?", "output": "Sandi Massey serves as the Chief of Schools of Houston ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Houston ISD"}}
-{"task": "department_information", "input": "What department does Jennifer Mccord work in at Conroe ISD?", "output": "Jennifer Mccord works in the District Administration department at Conroe ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Conroe ISD"}}
-{"task": "leadership_identification", "input": "Who is the Assistant Superintendent - District Improvement and Accountability of Cypress-Fairbanks ISD?", "output": "Ashley Clayburn serves as the Assistant Superintendent - District Improvement and Accountability of Cypress-Fairbanks ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Cypress-Fairbanks ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief Technology Officer of Leander ISD?", "output": "Jason Russell serves as the Chief Technology Officer of Leander ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Leander ISD"}}
-{"task": "leadership_identification", "input": "Who is the Deputy Superintendent of Fort Bend ISD?", "output": "Diana Sayavedra serves as the Deputy Superintendent of Fort Bend ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Fort Bend ISD"}}
-{"task": "department_information", "input": "What department does Sandra Martinez work in at Garland ISD?", "output": "Sandra Martinez works in the District Administration department at Garland ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Garland ISD"}}
-{"task": "department_information", "input": "What department does Tom Hatch work in at Plano ISD?", "output": "Tom Hatch works in the District Administration department at Plano ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Plano ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief Communications Officer of Plano ISD?", "output": "Diane Shannon serves as the Chief Communications Officer of Plano ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Plano ISD"}}
-{"task": "leadership_identification", "input": "Who is the Superintendent of Austin ISD?", "output": "Matias Segura serves as the Superintendent of Austin ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Athletics of Leander ISD?", "output": "Michael Parker serves as the Executive Director of Athletics of Leander ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Leander ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Special Education of Austin ISD?", "output": "Amanda Sawyer serves as the Executive Director of Special Education of Austin ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "school_administration", "input": "Who is the principal of North Garland High School?", "output": "Jennifer Martinez is the principal of North Garland High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "North Garland High School"}}
-{"task": "leadership_identification", "input": "Who is the North Division Chief of Houston ISD?", "output": "Daniel Girard serves as the North Division Chief of Houston ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Houston ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Curriculum and Instruction of Austin ISD?", "output": "Erin Graham serves as the Executive Director of Curriculum and Instruction of Austin ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "contact_information", "input": "What is the email address for Laura Perez at Houston ISD?", "output": "The email address for Laura Perez, 11th Grade Assistant Principal (A-K) at Houston ISD, is laura.perez2@houstonisd.org.", "metadata": {"task_category": "contact_info", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Bellaire High School"}}
-{"task": "department_information", "input": "What department does Leticia Moreno Bustamante work in at Austin ISD?", "output": "Leticia Moreno Bustamante works in the District Administration department at Austin ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "department_information", "input": "What department does Christina Hernandez work in at Austin ISD?", "output": "Christina Hernandez works in the District Administration department at Austin ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Frisco High School?", "output": "Bill Steinke is the principal of Frisco High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco High School"}}
-{"task": "leadership_identification", "input": "Who is the Superintendent of Garland ISD?", "output": "Ricardo L\u00f3pez serves as the Superintendent of Garland ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Garland ISD"}}
-{"task": "school_administration", "input": "Who is the principal of Garland High School?", "output": "Jennifer Martinez is the principal of Garland High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Garland High School"}}
-{"task": "school_administration", "input": "Who is the principal of Rouse High School?", "output": "Kevin Brown is the principal of Rouse High School.", "metadata": {"task_category": "school_leadership", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Rouse High School"}}
-{"task": "leadership_identification", "input": "Who is the Associate Superintendent for Curriculum & Instruction of Frisco ISD?", "output": "Kimberly Smith serves as the Associate Superintendent for Curriculum & Instruction of Frisco ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "department_information", "input": "What department does Robin Wilson work in at Arlington ISD?", "output": "Robin Wilson works in the District Administration department at Arlington ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Arlington ISD"}}
-{"task": "department_information", "input": "What department does Melody Williams work in at Fort Worth ISD?", "output": "Melody Williams works in the District Administration department at Fort Worth ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Fort Worth ISD"}}
-{"task": "department_information", "input": "What department does Mike Braun work in at Clear Creek ISD?", "output": "Mike Braun works in the Secondary Education department at Clear Creek ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Clear Creek ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief of Operations of Dallas ISD?", "output": "David Bates serves as the Chief of Operations of Dallas ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Dallas ISD"}}
-{"task": "department_information", "input": "What department does Tabitha Branum work in at Richardson ISD?", "output": "Tabitha Branum works in the District Administration department at Richardson ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Richardson ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief Operations Officer of Austin ISD?", "output": "Paul Cruz serves as the Chief Operations Officer of Austin ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Austin ISD"}}
-{"task": "leadership_identification", "input": "Who is the Chief Communications Officer of Humble ISD?", "output": "Jamie Mount serves as the Chief Communications Officer of Humble ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Humble ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Athletics of Conroe ISD?", "output": "Jennifer Mccord serves as the Executive Director of Athletics of Conroe ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Conroe ISD"}}
-{"task": "leadership_identification", "input": "Who is the Assistant Superintendent for Operations of Arlington ISD?", "output": "Kevin Lindahl serves as the Assistant Superintendent for Operations of Arlington ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Arlington ISD"}}
-{"task": "leadership_identification", "input": "Who is the Assistant Superintendent - Educational Support Services of Cypress-Fairbanks ISD?", "output": "Marchelle Peters serves as the Assistant Superintendent - Educational Support Services of Cypress-Fairbanks ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Cypress-Fairbanks ISD"}}
-{"task": "department_information", "input": "What department does Ang\u00e9lica M. Ramsey work in at Fort Worth ISD?", "output": "Ang\u00e9lica M. Ramsey works in the District Administration department at Fort Worth ISD.", "metadata": {"task_category": "department_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Fort Worth ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Facilities of Frisco ISD?", "output": "Wayne Simpson serves as the Executive Director of Facilities of Frisco ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Frisco ISD"}}
-{"task": "leadership_identification", "input": "Who is the Executive Director of Elementary Education of Humble ISD?", "output": "Monica Martinez serves as the Executive Director of Elementary Education of Humble ISD.", "metadata": {"task_category": "leadership_roles", "subject": "administration", "state": "Texas", "data_source": "verified_scraped", "school": "Humble ISD"}}
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