Triple
T11563189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Air Force Academy |
E274191
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
National University of Sciences and Technology (NUST)
The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
|
E935317
|
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 Sciences and Technology (NUST) | Statement: [Pakistan Air Force Academy, affiliation, National University of Sciences and Technology (NUST)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National University of Sciences and Technology (NUST) Context triple: [Pakistan Air Force Academy, affiliation, National University of Sciences and Technology (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.
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.
-
C.
NUST
NUST is a public university in Namibia specializing in science, technology, engineering, and related applied fields.
-
D.
University of Engineering and Technology, Lahore
The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
-
E.
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.
- 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 Sciences and Technology (NUST) Triple: [Pakistan Air Force Academy, affiliation, National University of Sciences and Technology (NUST)]
Generated description
The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National University of Sciences and Technology (NUST) Target entity description: The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
-
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.
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.
-
C.
NUST
NUST is a public university in Namibia specializing in science, technology, engineering, and related applied fields.
-
D.
University of Engineering and Technology, Lahore
The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
-
E.
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.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88dd2016481909b33848af3d1d6c1 |
completed | April 10, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713bcc0048190bec14ac4ab84d51d |
completed | April 21, 2026, 6:05 a.m. |
| NEDg | Description generation | batch_69e720f4015c81909ba7973c3e781985 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e75a7a04c88190bb8f3dd3f3e435ef |
completed | April 21, 2026, 11:07 a.m. |
Created at: April 8, 2026, 9:37 p.m.