Triple

T2589314
Position Surface form Disambiguated ID Type / Status
Subject Walsh School of Foreign Service E58080 entity
Predicate offersProgram P178 FINISHED
Object Master of Arts in Security Studies
The Master of Arts in Security Studies is a graduate program focused on preparing students to analyze and address contemporary international and national security challenges through interdisciplinary study.
E278622 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Master of Arts in Security Studies | Statement: [Walsh School of Foreign Service, offersProgram, Master of Arts in Security Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Arts in Security Studies
Context triple: [Walsh School of Foreign Service, offersProgram, Master of Arts in Security Studies]
  • A. Master of Information and Cybersecurity
    The Master of Information and Cybersecurity is a graduate-level professional degree focused on advanced training in cybersecurity strategy, technology, and policy for protecting information systems and digital infrastructure.
  • B. College of International Security Affairs
    The College of International Security Affairs is a U.S. National Defense University component that provides advanced education and research focused on counterterrorism, irregular warfare, and international security policy for military and civilian leaders.
  • C. Master of Arts in Education (MA)
    The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
  • D. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • E. Science Masters
    Science Masters is a popular science book series that presents complex scientific ideas in accessible, engaging language for general readers.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Master of Arts in Security Studies
Triple: [Walsh School of Foreign Service, offersProgram, Master of Arts in Security Studies]
Generated description
The Master of Arts in Security Studies is a graduate program focused on preparing students to analyze and address contemporary international and national security challenges through interdisciplinary study.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Arts in Security Studies
Target entity description: The Master of Arts in Security Studies is a graduate program focused on preparing students to analyze and address contemporary international and national security challenges through interdisciplinary study.
  • A. Master of Information and Cybersecurity
    The Master of Information and Cybersecurity is a graduate-level professional degree focused on advanced training in cybersecurity strategy, technology, and policy for protecting information systems and digital infrastructure.
  • B. College of International Security Affairs
    The College of International Security Affairs is a U.S. National Defense University component that provides advanced education and research focused on counterterrorism, irregular warfare, and international security policy for military and civilian leaders.
  • C. Master of Arts in Education (MA)
    The Master of Arts in Education (MA) is a graduate-level academic degree focused on advanced study and research in education, typically preparing students for roles in teaching, educational leadership, policy, or further doctoral study.
  • D. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • E. Science Masters
    Science Masters is a popular science book series that presents complex scientific ideas in accessible, engaging language for general readers.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd3feb45c81909369a49c3990294a completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af658782f88190a83a4f7256d6a7b2 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af660bc6cc8190a98dca9632d5635d completed March 10, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_69af667f0458819091d88011f49dc1ae completed March 10, 2026, 12:31 a.m.
Created at: March 6, 2026, 9:49 p.m.