Triple
T3005187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachi District |
E81882
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Karachi University of Business and Technology
Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
|
E321609
|
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: Karachi University of Business and Technology | Statement: [Karachi District, hasEducationalInstitution, Karachi University of Business and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi University of Business and Technology Context triple: [Karachi District, hasEducationalInstitution, Karachi University of Business and Technology]
-
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.
Lahore University of Management Sciences
Lahore University of Management Sciences is a leading private research university in Lahore, Pakistan, renowned for its programs in business, economics, engineering, and the social sciences.
-
C.
University of Karachi
The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
-
D.
Balochistan University of Information Technology, Engineering and Management Sciences
Balochistan University of Information Technology, Engineering and Management Sciences is a public research university in Pakistan specializing in information technology, engineering, and management education.
-
E.
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.
- 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: Karachi University of Business and Technology Triple: [Karachi District, hasEducationalInstitution, Karachi University of Business and Technology]
Generated description
Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karachi University of Business and Technology Target entity description: Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
-
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.
Lahore University of Management Sciences
Lahore University of Management Sciences is a leading private research university in Lahore, Pakistan, renowned for its programs in business, economics, engineering, and the social sciences.
-
C.
University of Karachi
The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
-
D.
Balochistan University of Information Technology, Engineering and Management Sciences
Balochistan University of Information Technology, Engineering and Management Sciences is a public research university in Pakistan specializing in information technology, engineering, and management education.
-
E.
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.
- 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_69b1dea3a31481908db6871cf6c37781 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df85a39c8190ada558de530e3772 |
completed | March 11, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e3e6aeb48190914d62616ea0c7e1 |
completed | March 11, 2026, 9:51 p.m. |
Created at: March 8, 2026, 2:59 p.m.