Triple

T2933613
Position Surface form Disambiguated ID Type / Status
Subject Djibouti City E79211 entity
Predicate hasUniversity P113 FINISHED
Object University of Djibouti
The University of Djibouti is the main public higher education institution in Djibouti, offering a range of academic and professional programs that serve as the country’s primary center for tertiary education and research.
E312723 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 Djibouti | Statement: [Djibouti City, hasUniversity, University of Djibouti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Djibouti
Context triple: [Djibouti City, hasUniversity, University of Djibouti]
  • A. 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.
  • B. Somali National University
    Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
  • C. Mogadishu University
    Mogadishu University is a higher education institution in Somalia’s capital, known for offering a range of academic programs and contributing to the country’s post-conflict educational development.
  • D. Marien Ngouabi University
    Marien Ngouabi University is the main public university and leading higher education institution in the Republic of the Congo.
  • E. University of Tripoli
    The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
  • 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 Djibouti
Triple: [Djibouti City, hasUniversity, University of Djibouti]
Generated description
The University of Djibouti is the main public higher education institution in Djibouti, offering a range of academic and professional programs that serve as the country’s primary center for tertiary education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Djibouti
Target entity description: The University of Djibouti is the main public higher education institution in Djibouti, offering a range of academic and professional programs that serve as the country’s primary center for tertiary education and research.
  • A. 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.
  • B. Somali National University
    Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
  • C. Mogadishu University
    Mogadishu University is a higher education institution in Somalia’s capital, known for offering a range of academic programs and contributing to the country’s post-conflict educational development.
  • D. Marien Ngouabi University
    Marien Ngouabi University is the main public university and leading higher education institution in the Republic of the Congo.
  • E. University of Tripoli
    The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867796808190a026c165e759f3ea completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dfcee6608190a5e3608c42e1efa0 completed March 11, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69b0e411b7d88190a396f7fe10f86c46 completed March 11, 2026, 3:40 a.m.
Created at: March 8, 2026, 2:56 p.m.