Triple
T1507921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Five College Consortium |
E33943
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Five College Certificate in Middle Eastern Studies
The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
|
E127073
|
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: Five College Certificate in Middle Eastern Studies | Statement: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Five College Certificate in Middle Eastern Studies Context triple: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
-
A.
Middle Eastern studies
Middle Eastern studies is an interdisciplinary academic field that examines the history, cultures, politics, languages, and societies of the Middle East and its surrounding regions.
-
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.
Department of the Middle East
The Department of the Middle East is a curatorial division of the British Museum responsible for researching, preserving, and displaying artifacts from ancient and modern Middle Eastern civilizations.
-
D.
Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
-
E.
American University in Cairo
The American University in Cairo is a leading English-language, U.S.-accredited liberal arts university in Egypt known for its strong programs in the humanities, social sciences, and professional 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: Five College Certificate in Middle Eastern Studies Triple: [Five College Consortium, hasProgram, Five College Certificate in Middle Eastern Studies]
Generated description
The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Five College Certificate in Middle Eastern Studies Target entity description: The Five College Certificate in Middle Eastern Studies is an interdisciplinary undergraduate program offered collaboratively by the Five College Consortium that focuses on the history, politics, cultures, and languages of the Middle East.
-
A.
Middle Eastern studies
chosen
Middle Eastern studies is an interdisciplinary academic field that examines the history, cultures, politics, languages, and societies of the Middle East and its surrounding regions.
-
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.
Department of the Middle East
The Department of the Middle East is a curatorial division of the British Museum responsible for researching, preserving, and displaying artifacts from ancient and modern Middle Eastern civilizations.
-
D.
Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
-
E.
American University in Cairo
The American University in Cairo is a leading English-language, U.S.-accredited liberal arts university in Egypt known for its strong programs in the humanities, social sciences, and professional studies.
- F. None of above.
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_69a885f352a4819099b24ff15489dede |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a8891c80a88190a813aab099abe2b0 |
completed | March 4, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad23397c048190b1d2097874ed1792 |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23ac782481909575f00ce3d7b382 |
completed | March 8, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24411d0081909ab2fab326eecd6d |
completed | March 8, 2026, 7:24 a.m. |
Created at: March 4, 2026, 7:24 p.m.