Triple

T10902274
Position Surface form Disambiguated ID Type / Status
Subject Namibia University of Science and Technology E257474 entity
Predicate abbreviation P43 FINISHED
Object NUST
NUST is a public university in Namibia specializing in science, technology, engineering, and related applied fields.
 E891826 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: NUST | Statement: [Namibia University of Science and Technology, abbreviation, NUST]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NUST
Context triple: [Namibia University of Science and Technology, abbreviation, NUST]
  • A. 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.
  • B. 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.
  • C. COMSATS
    COMSATS is an intergovernmental organization that promotes science and technology cooperation among developing countries to support sustainable development.
  • D. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • E. NED University of Engineering and Technology
    NED University of Engineering and Technology is one of Pakistan’s oldest and leading public engineering universities, renowned for its technical education and research, and located in Karachi.
  • 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: NUST
Triple: [Namibia University of Science and Technology, abbreviation, NUST]
Generated description
NUST is a public university in Namibia specializing in science, technology, engineering, and related applied fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NUST
Target entity description: NUST is a public university in Namibia specializing in science, technology, engineering, and related applied fields.
  • A. 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.
  • B. 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.
  • C. COMSATS
    COMSATS is an intergovernmental organization that promotes science and technology cooperation among developing countries to support sustainable development.
  • D. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • E. NED University of Engineering and Technology
    NED University of Engineering and Technology is one of Pakistan’s oldest and leading public engineering universities, renowned for its technical education and research, and located in Karachi.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a4e9d48190b107839761a2152b completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e1553bb88c8190b9730a31977e1dd1 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e175e336848190b2c7226524266efa completed April 16, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69e17d46b7b881908bc3246b462f4612 completed April 17, 2026, 12:22 a.m.
Created at: April 8, 2026, 9:22 p.m.