Triple
T2589315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walsh School of Foreign Service |
E58080
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
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.
|
E278623
|
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 Arab Studies | Statement: [Walsh School of Foreign Service, offersProgram, Master of Arts in Arab Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Arab Studies Context triple: [Walsh School of Foreign Service, offersProgram, Master of Arts in Arab Studies]
-
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.
Centre for Arab and Islamic Studies
The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
-
C.
Bachelor of Arts
The Bachelor of Arts is an undergraduate academic degree typically awarded for programs in the humanities, social sciences, or liberal arts.
-
D.
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.
-
E.
Faculty of Arabic
The Faculty of Arabic is an academic division of the International Islamic University Islamabad dedicated to teaching and research in the Arabic language, literature, and related Islamic studies.
- 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 Arab Studies Triple: [Walsh School of Foreign Service, offersProgram, Master of Arts in Arab Studies]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master of Arts in Arab Studies Target entity description: 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.
-
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.
Centre for Arab and Islamic Studies
The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
-
C.
Bachelor of Arts
The Bachelor of Arts is an undergraduate academic degree typically awarded for programs in the humanities, social sciences, or liberal arts.
-
D.
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.
-
E.
Faculty of Arabic
The Faculty of Arabic is an academic division of the International Islamic University Islamabad dedicated to teaching and research in the Arabic language, literature, and related Islamic studies.
- 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.