Triple

T10153500
Position Surface form Disambiguated ID Type / Status
Subject Mahmoud Hessaby E232708 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: [Mahmoud Hessaby, 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: [Mahmoud Hessaby, 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. Beirut central campus
    Beirut central campus is the main urban campus of Université Saint-Joseph de Beyrouth, housing many of its core faculties and administrative offices in the heart of Beirut.
  • D. University of Balamand
    The University of Balamand is a private Lebanese university known for its diverse academic programs and research activities, with a main campus in northern Lebanon.
  • 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.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec376cd48190990862c56c3a4dce completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e64b5a40819093f29ec34cb0a763 completed April 5, 2026, 10:46 p.m.
Created at: March 30, 2026, 9:08 p.m.