Triple
T1248233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American University of Beirut |
E26815
|
entity |
| Predicate | president |
P8
|
FINISHED |
| Object |
Fadlo R. Khuri
Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
|
E141867
|
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: Fadlo R. Khuri | Statement: [American University of Beirut, president, Fadlo R. Khuri]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fadlo R. Khuri Context triple: [American University of Beirut, president, Fadlo R. Khuri]
-
A.
Abdulfattah Jandali
Abdulfattah Jandali is a Syrian-born immigrant and academic who is best known as the biological father of Apple co-founder Steve Jobs.
-
B.
Nabil Swelim
Nabil Swelim is an Egyptian archaeologist and Egyptologist known for his excavations and research on Old Kingdom pyramid complexes and necropoleis.
-
C.
Henry Barakat
Henry Barakat was a prominent Egyptian film director and one of the leading figures of classical Egyptian cinema.
-
D.
Ismail Serageldin
Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
-
E.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
- 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: Fadlo R. Khuri Triple: [American University of Beirut, president, Fadlo R. Khuri]
Generated description
Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fadlo R. Khuri Target entity description: Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
-
A.
Abdulfattah Jandali
Abdulfattah Jandali is a Syrian-born immigrant and academic who is best known as the biological father of Apple co-founder Steve Jobs.
-
B.
Nabil Swelim
Nabil Swelim is an Egyptian archaeologist and Egyptologist known for his excavations and research on Old Kingdom pyramid complexes and necropoleis.
-
C.
Henry Barakat
Henry Barakat was a prominent Egyptian film director and one of the leading figures of classical Egyptian cinema.
-
D.
Ismail Serageldin
Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
-
E.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf827e088190a16d845cea14f2c9 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7f59148190a9f1cbd4af8a115e |
completed | March 7, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69ac8ff7ae0c81908ca8ace1f4159383 |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac905e121c819093c9d960b53a45b7 |
completed | March 7, 2026, 8:53 p.m. |
Created at: March 1, 2026, 7:47 p.m.