Triple

T20089924
Position Surface form Disambiguated ID Type / Status
Subject Al Akhawayn University in Ifrane E496241 entity
Predicate hasSchool P113 FINISHED
Object School of Science and Engineering
The School of Science and Engineering is a faculty of Al Akhawayn University in Ifrane that offers programs and research in scientific and engineering disciplines.
E1409570 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: School of Science and Engineering | Statement: [Al Akhawayn University in Ifrane, hasSchool, School of Science and Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Science and Engineering
Context triple: [Al Akhawayn University in Ifrane, hasSchool, School of Science and Engineering]
  • A. School of Science and Engineering
    The School of Science and Engineering is a major academic division of Tulane University that focuses on education and research in the natural sciences, engineering, and related disciplines.
  • B. School of Science and Engineering
    The School of Science and Engineering is an academic unit of the Loyola Schools that offers undergraduate and graduate programs in the natural sciences, mathematics, and engineering disciplines.
  • C. School of Science and Engineering
    The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and engineering disciplines.
  • D. School of Science and Engineering
    The School of Science and Engineering is a faculty of Reykjavík University that focuses on education and research in scientific and engineering disciplines.
  • E. School of Sciences and Engineering
    The School of Sciences and Engineering is a major academic division of the American University in Cairo offering undergraduate and graduate programs in scientific and engineering disciplines.
  • 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: School of Science and Engineering
Triple: [Al Akhawayn University in Ifrane, hasSchool, School of Science and Engineering]
Generated description
The School of Science and Engineering is a faculty of Al Akhawayn University in Ifrane that offers programs and research in scientific and engineering disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Science and Engineering
Target entity description: The School of Science and Engineering is a faculty of Al Akhawayn University in Ifrane that offers programs and research in scientific and engineering disciplines.
  • A. School of Science and Engineering
    The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and engineering disciplines.
  • B. School of Science and Engineering
    The School of Science and Engineering is a major academic division of Tulane University that focuses on education and research in the natural sciences, engineering, and related disciplines.
  • C. School of Science and Engineering
    The School of Science and Engineering is a faculty of Reykjavík University that focuses on education and research in scientific and engineering disciplines.
  • D. School of Science and Engineering
    The School of Science and Engineering is an academic unit of the Loyola Schools that offers undergraduate and graduate programs in the natural sciences, mathematics, and engineering disciplines.
  • E. School of Sciences and Engineering
    The School of Sciences and Engineering is a major academic division of the American University in Cairo offering undergraduate and graduate programs in scientific and engineering disciplines.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6655e1ef0819095f40a1ce2eb17b7 completed April 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f4bdf448190a0abfbaddcf6bd63 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a081ff7022c81908859a7f5b6a3506d completed May 16, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a08209cbaf88190b2a6d1284fc02228 completed May 16, 2026, 7:45 a.m.
Created at: April 11, 2026, 11:20 p.m.