Triple

T9877209
Position Surface form Disambiguated ID Type / Status
Subject Moulay Ismail University E240100 entity
Predicate hasCampus P116 FINISHED
Object Khénifra campus
Khénifra campus is a branch of Moulay Ismail University located in the city of Khénifra, Morocco, offering higher education programs to students in the region.
E826542 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: Khénifra campus | Statement: [Moulay Ismail University, hasCampus, Khénifra campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khénifra campus
Context triple: [Moulay Ismail University, hasCampus, Khénifra campus]
  • A. Es-Senia campus
    Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
  • B. Vichy campus
    Vichy campus is a satellite campus of Université Clermont Auvergne located in the spa city of Vichy, France, offering various higher education programs and student services.
  • C. Tafira campus
    Tafira campus is the main campus of the University of Las Palmas de Gran Canaria, located inland on Gran Canaria and hosting a wide range of its academic, research, and administrative facilities.
  • D. Koné campus
    Koné campus is a regional branch of the University of New Caledonia located in the town of Koné, serving as a higher education and research hub for the northern part of the territory.
  • E. Azurém campus
    Azurém campus is one of the main campuses of the University of Minho in Portugal, hosting various academic and research facilities including the Institute of Education.
  • 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: Khénifra campus
Triple: [Moulay Ismail University, hasCampus, Khénifra campus]
Generated description
Khénifra campus is a branch of Moulay Ismail University located in the city of Khénifra, Morocco, offering higher education programs to students in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khénifra campus
Target entity description: Khénifra campus is a branch of Moulay Ismail University located in the city of Khénifra, Morocco, offering higher education programs to students in the region.
  • A. Es-Senia campus
    Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
  • B. Vichy campus
    Vichy campus is a satellite campus of Université Clermont Auvergne located in the spa city of Vichy, France, offering various higher education programs and student services.
  • C. Tafira campus
    Tafira campus is the main campus of the University of Las Palmas de Gran Canaria, located inland on Gran Canaria and hosting a wide range of its academic, research, and administrative facilities.
  • D. Koné campus
    Koné campus is a regional branch of the University of New Caledonia located in the town of Koné, serving as a higher education and research hub for the northern part of the territory.
  • E. Azurém campus
    Azurém campus is one of the main campuses of the University of Minho in Portugal, hosting various academic and research facilities including the Institute of Education.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb411fc78819082c52ae4233a6550 completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e47b62388190a033743376500375 completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:37 p.m.