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.