Triple
T345615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Malik |
E6932
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | American University of Beirut |
E26815
|
NE FINISHED |
How this triple was built (2 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: American University of Beirut | Statement: [Charles Malik, educatedAt, American University of Beirut]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American University of Beirut Context triple: [Charles Malik, educatedAt, American University of Beirut]
-
A.
American University of Beirut
chosen
The American University of Beirut is a leading private, English-language research university in Lebanon known for its rigorous academics and significant influence on higher education in the Middle East.
-
B.
Lebanese American University
Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
-
C.
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.
-
D.
Université Saint-Joseph
Université Saint-Joseph is a prominent French-language private university in Lebanon known for its strong academic programs and historical role in the country’s intellectual and cultural life.
-
E.
Birzeit University
Birzeit University is a leading Palestinian institution of higher education and research located near Ramallah in the West Bank.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2e7951ba08190960e90823b5078f3 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eb0240e88190bc70784772f5fa30 |
completed | Feb. 28, 2026, 1:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d7eb6b708190b0dff991c101104f |
completed | March 1, 2026, 6:08 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.