Triple

T1604620
Position Surface form Disambiguated ID Type / Status
Subject Greater Accra Region E34472 entity
Predicate containsUniversity P3445 FINISHED
Object University of Professional Studies Accra
The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
 E184820 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 Professional Studies Accra | Statement: [Greater Accra Region, containsUniversity, University of Professional Studies Accra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Professional Studies Accra
Context triple: [Greater Accra Region, containsUniversity, University of Professional Studies Accra]
  • A. University of Ghana
    The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
  • B. Kumasi College of Science and Technology
    Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
  • C. St. Paul’s University College
    St. Paul’s University College is a small, affiliated post-secondary institution connected to the University of Waterloo in Ontario, Canada, offering academic programs and residence services within a close-knit campus community.
  • D. Africa University
    Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
  • E. Obafemi Awolowo University
    Obafemi Awolowo University is a major Nigerian federal university located in Ile-Ife, renowned for its strong academic programs and historic role in the country’s educational and political development.
  • 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 Professional Studies Accra
Triple: [Greater Accra Region, containsUniversity, University of Professional Studies Accra]
Generated description
The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Professional Studies Accra
Target entity description: The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
  • A. University of Ghana
    The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
  • B. Kumasi College of Science and Technology
    Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
  • C. St. Paul’s University College
    St. Paul’s University College is a small, affiliated post-secondary institution connected to the University of Waterloo in Ontario, Canada, offering academic programs and residence services within a close-knit campus community.
  • D. Africa University
    Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
  • E. Obafemi Awolowo University
    Obafemi Awolowo University is a major Nigerian federal university located in Ile-Ife, renowned for its strong academic programs and historic role in the country’s educational and political development.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096a165c8190aec1d2ae6bd10e18 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58c42c6c8190b245c3434e6bbcf8 completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad5a7f592881909b8fd45444e6d715 completed March 8, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ad5b64a1f0819087338ee504f70f5c completed March 8, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:28 p.m.