Triple

T6077267
Position Surface form Disambiguated ID Type / Status
Subject West Region E135430 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object University of Dschang
The University of Dschang is a public university in Cameroon known for its programs in agriculture, environmental sciences, and social sciences, serving as a major academic center in the country.
 E567557 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 Dschang | Statement: [West Region, hasHigherEducationInstitution, University of Dschang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Dschang
Context triple: [West Region, hasHigherEducationInstitution, University of Dschang]
  • A. University of N'Djamena
    The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
  • B. University of Kinshasa
    The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
  • C. University of Bamako
    The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
  • D. University of Douala
    The University of Douala is a major public higher education institution in Cameroon, located in the economic capital city of Douala and offering a wide range of academic and professional programs.
  • E. Université Omar Bongo
    Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
  • 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 Dschang
Triple: [West Region, hasHigherEducationInstitution, University of Dschang]
Generated description
The University of Dschang is a public university in Cameroon known for its programs in agriculture, environmental sciences, and social sciences, serving as a major academic center in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Dschang
Target entity description: The University of Dschang is a public university in Cameroon known for its programs in agriculture, environmental sciences, and social sciences, serving as a major academic center in the country.
  • A. University of N'Djamena
    The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
  • B. University of Kinshasa
    The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
  • C. University of Bamako
    The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
  • D. University of Douala
    The University of Douala is a major public higher education institution in Cameroon, located in the economic capital city of Douala and offering a wide range of academic and professional programs.
  • E. Université Omar Bongo
    Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0576ef2c88190b0ec62e9f041d176 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d48f0508190991453dc17c53b89 completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11ed5a5748190b7320890397c8ce9 completed March 23, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69c11f34218c819094ce32eafff37489 completed March 23, 2026, 11:08 a.m.
Created at: March 22, 2026, 4:11 p.m.