Triple

T4985315
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Arts, University of St Andrews E111985 entity
Predicate degreeType P6 FINISHED
Object Master of Arts (MA, undergraduate)
The Master of Arts (MA, undergraduate) at the University of St Andrews is a traditional Scottish first degree in arts and humanities subjects, equivalent in level to a Bachelor’s degree elsewhere.
E485104 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 (MA, undergraduate) | Statement: [Faculty of Arts, University of St Andrews, degreeType, Master of Arts (MA, undergraduate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Arts (MA, undergraduate)
Context triple: [Faculty of Arts, University of St Andrews, degreeType, Master of Arts (MA, undergraduate)]
  • A. 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.
  • B. Bachelor of Arts
    The Bachelor of Arts is an undergraduate academic degree typically awarded for programs in the humanities, social sciences, or liberal arts.
  • C. Master of Fine Arts
    The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
  • D. Master of Arts in Arab Studies
    The Master of Arts in Arab Studies is a graduate program focused on the politics, history, culture, and economics of the Arab world, preparing students for careers in diplomacy, academia, development, and related fields.
  • 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 (MA, undergraduate)
Triple: [Faculty of Arts, University of St Andrews, degreeType, Master of Arts (MA, undergraduate)]
Generated description
The Master of Arts (MA, undergraduate) at the University of St Andrews is a traditional Scottish first degree in arts and humanities subjects, equivalent in level to a Bachelor’s degree elsewhere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Arts (MA, undergraduate)
Target entity description: The Master of Arts (MA, undergraduate) at the University of St Andrews is a traditional Scottish first degree in arts and humanities subjects, equivalent in level to a Bachelor’s degree elsewhere.
  • A. 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.
  • B. Bachelor of Arts
    The Bachelor of Arts is an undergraduate academic degree typically awarded for programs in the humanities, social sciences, or liberal arts.
  • C. Master of Fine Arts
    The Master of Fine Arts (MFA) is a terminal graduate degree focused on advanced, practice-based study in creative fields such as visual arts, writing, theater, and film.
  • D. Master of Arts in Arab Studies
    The Master of Arts in Arab Studies is a graduate program focused on the politics, history, culture, and economics of the Arab world, preparing students for careers in diplomacy, academia, development, and related fields.
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd725766d88190b6fda860a005ce4e completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a1ca3ec81908ad750cd9e899bcc completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8a7e90b08190852cc45b7d8f0dc7 completed March 21, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69be8b4411b48190a12d694321453492 completed March 21, 2026, 12:12 p.m.
Created at: March 20, 2026, 1:33 p.m.