Triple

T433693

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bulawayo	`E9766`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	National University of Science and Technology (NUST) The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.	`E54578`	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: National University of Science and Technology (NUST) | Statement: [Bulawayo, hasUniversity, National University of Science and Technology (NUST)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: National University of Science and Technology (NUST)
Context triple: [Bulawayo, hasUniversity, National University of Science and Technology (NUST)]

A. COMSATS University Islamabad
COMSATS University Islamabad is a leading public research university in Pakistan known for its strong programs in science, engineering, and information technology.
B. Quaid-i-Azam University
Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
C. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
D. International Islamic University Islamabad
The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
E. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
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: National University of Science and Technology (NUST)
Triple: [Bulawayo, hasUniversity, National University of Science and Technology (NUST)]

Generated description

The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: National University of Science and Technology (NUST)
Target entity description: The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.

A. COMSATS University Islamabad
COMSATS University Islamabad is a leading public research university in Pakistan known for its strong programs in science, engineering, and information technology.
B. Quaid-i-Azam University
Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
C. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
D. International Islamic University Islamabad
The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
E. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
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_69a2e801e1d48190b505d1dd336b52ac`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2ef084840819080653004b674cba8`	completed	Feb. 28, 2026, 1:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a431e395208190ab4d4d1c10c117f7`	completed	March 1, 2026, 12:32 p.m.
NEDg	Description generation	`batch_69a43257175081909c02f7622fccb6b7`	completed	March 1, 2026, 12:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69a432bcb5988190ace76655d26c3428`	completed	March 1, 2026, 12:36 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.