Triple

T701764
Position Surface form Disambiguated ID Type / Status
Subject Casablanca E14012 entity
Predicate hasUniversity P113 FINISHED
Object Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
E88003 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: Hassan II University of Casablanca | Statement: [Casablanca, hasUniversity, Hassan II University of Casablanca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hassan II University of Casablanca
Context triple: [Casablanca, hasUniversity, Hassan II University of Casablanca]
  • A. Mohammed V University
    Mohammed V University is a major public university in Rabat, Morocco, known for its wide range of academic programs and role as a leading center of higher education and research in the country.
  • B. University of Algiers
    The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
  • C. University of Tunis
    The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic programs across multiple disciplines.
  • D. Cheikh Anta Diop University
    Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
  • E. Al-Qarawiyyin University
    Al-Qarawiyyin University is a historic center of Islamic learning in Fez, Morocco, often regarded as one of the oldest continuously operating universities in the world.
  • 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: Hassan II University of Casablanca
Triple: [Casablanca, hasUniversity, Hassan II University of Casablanca]
Generated description
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hassan II University of Casablanca
Target entity description: Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
  • A. Mohammed V University
    Mohammed V University is a major public university in Rabat, Morocco, known for its wide range of academic programs and role as a leading center of higher education and research in the country.
  • B. University of Algiers
    The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
  • C. University of Tunis
    The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic programs across multiple disciplines.
  • D. Cheikh Anta Diop University
    Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
  • E. Al-Qarawiyyin University
    Al-Qarawiyyin University is a historic center of Islamic learning in Fez, Morocco, often regarded as one of the oldest continuously operating universities in the world.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a530f8948190ab56132d5a2ab5ef completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5618348190b8ec2c7d6bd06e2b completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64ab831308190923f1e95b9311c5a completed March 3, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69a64b1ff9548190bcffcc04f2365aaa completed March 3, 2026, 2:44 a.m.
Created at: March 1, 2026, 7:36 p.m.