Triple

T7870715
Position Surface form Disambiguated ID Type / Status
Subject Zalmay Khalilzad E182729 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: [Zalmay Khalilzad, 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: [Zalmay Khalilzad, 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. 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.
  • E. Beirut campus
    Beirut campus is the main urban campus of the Lebanese American University in Lebanon’s capital, housing a wide range of academic programs and student facilities.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb384a285881908a5b2de278f9556f completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b6bc7248190adbf4377c52e16a9 completed March 31, 2026, 5:28 a.m.
Created at: March 30, 2026, 4:55 p.m.