Triple
T3631454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Karachi |
E76963
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Institute of Business Administration (IBA Karachi) (historically affiliated)
The Institute of Business Administration (IBA Karachi) is one of Pakistan’s oldest and most prestigious business schools, renowned for its rigorous academic programs and influential role in management education.
|
E376016
|
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: Institute of Business Administration (IBA Karachi) (historically affiliated) | Statement: [University of Karachi, hasInstitute, Institute of Business Administration (IBA Karachi) (historically affiliated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute of Business Administration (IBA Karachi) (historically affiliated) Context triple: [University of Karachi, hasInstitute, Institute of Business Administration (IBA Karachi) (historically affiliated)]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Fatima Jinnah Women University (Rawalpindi)
Fatima Jinnah Women University (Rawalpindi) is a public higher education institution in Pakistan dedicated to providing university-level education exclusively for women.
- 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: Institute of Business Administration (IBA Karachi) (historically affiliated) Triple: [University of Karachi, hasInstitute, Institute of Business Administration (IBA Karachi) (historically affiliated)]
Generated description
The Institute of Business Administration (IBA Karachi) is one of Pakistan’s oldest and most prestigious business schools, renowned for its rigorous academic programs and influential role in management education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institute of Business Administration (IBA Karachi) (historically affiliated) Target entity description: The Institute of Business Administration (IBA Karachi) is one of Pakistan’s oldest and most prestigious business schools, renowned for its rigorous academic programs and influential role in management education.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Fatima Jinnah Women University (Rawalpindi)
Fatima Jinnah Women University (Rawalpindi) is a public higher education institution in Pakistan dedicated to providing university-level education exclusively for women.
- 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_69ad85dc03948190b35b7189e4175bcc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc30136e88190922bb542971b5239 |
completed | March 8, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f16ba748190a2059804305e55ab |
completed | March 13, 2026, 5:53 p.m. |
| NEDg | Description generation | batch_69b450785378819090b4ed7536db7757 |
completed | March 13, 2026, 5:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45a0afef8819097c6e87127b4d1db |
completed | March 13, 2026, 6:40 p.m. |
Created at: March 8, 2026, 3:23 p.m.