Triple

T9517629
Position Surface form Disambiguated ID Type / Status
Subject Koura District E229563 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E804427 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: University of Balamand | Statement: [Koura District, hasUniversity, University of Balamand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Balamand
Context triple: [Koura District, hasUniversity, University of Balamand]
  • A. 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.
  • B. University of Aleppo
    The University of Aleppo is a major public higher education institution in Aleppo, Syria, known for its wide range of academic programs and significant role in the country’s educational and research landscape.
  • C. Lebanese University – Tripoli campus
    Lebanese University – Tripoli campus is a major branch of Lebanon’s public national university located in the northern city of Tripoli, offering a range of academic programs to students from the region.
  • D. American University of Beirut
    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.
  • E. Yarmouk University
    Yarmouk University is a major public university in Irbid, Jordan, known for its comprehensive academic programs and significant role in higher education and research in the country.
  • 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: University of Balamand
Triple: [Koura District, hasUniversity, University of Balamand]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Balamand
Target entity description: 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.
  • A. 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.
  • B. University of Aleppo
    The University of Aleppo is a major public higher education institution in Aleppo, Syria, known for its wide range of academic programs and significant role in the country’s educational and research landscape.
  • C. Lebanese University – Tripoli campus
    Lebanese University – Tripoli campus is a major branch of Lebanon’s public national university located in the northern city of Tripoli, offering a range of academic programs to students from the region.
  • D. American University of Beirut
    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.
  • E. Yarmouk University
    Yarmouk University is a major public university in Irbid, Jordan, known for its comprehensive academic programs and significant role in higher education and research in the country.
  • 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_69ca84777560819084cddd999badc1aa completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9880417c819097dde277988df36d completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a4aeb008190ae5d54367efe2722 completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13c78d6108190ad2cab79070077a8 completed April 4, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_69d13d2aac8c8190a00c8fe820baa732 completed April 4, 2026, 4:32 p.m.
Created at: March 30, 2026, 7:59 p.m.