Triple
T3005186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi District |
E81882
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E318546
|
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: NED University of Engineering and Technology | Statement: [Karachi District, hasEducationalInstitution, NED University of Engineering and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NED University of Engineering and Technology Context triple: [Karachi District, hasEducationalInstitution, NED University of Engineering and Technology]
-
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.
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.
-
D.
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.
-
E.
University of Haripur
The University of Haripur is a public higher education institution located in Haripur, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
- 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: NED University of Engineering and Technology Triple: [Karachi District, hasEducationalInstitution, NED University of Engineering and Technology]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NED University of Engineering and Technology Target entity description: 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.
-
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.
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.
-
D.
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.
-
E.
University of Haripur
The University of Haripur is a public higher education institution located in Haripur, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 2:59 p.m.