Triple
T1609755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quaid-i-Azam University |
E34589
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Quaid-i-Azam School of Management Sciences
Quaid-i-Azam School of Management Sciences is a business and management education institute within Quaid-i-Azam University offering programs in areas such as management, finance, and marketing.
|
E34589
|
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: Quaid-i-Azam School of Management Sciences | Statement: [Quaid-i-Azam University, hasInstitute, Quaid-i-Azam School of Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quaid-i-Azam School of Management Sciences Context triple: [Quaid-i-Azam University, hasInstitute, Quaid-i-Azam School of Management Sciences]
-
A.
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.
-
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 the Punjab
The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
-
D.
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.
-
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: Quaid-i-Azam School of Management Sciences Triple: [Quaid-i-Azam University, hasInstitute, Quaid-i-Azam School of Management Sciences]
Generated description
Quaid-i-Azam School of Management Sciences is a business and management education institute within Quaid-i-Azam University offering programs in areas such as management, finance, and marketing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quaid-i-Azam School of Management Sciences Target entity description: Quaid-i-Azam School of Management Sciences is a business and management education institute within Quaid-i-Azam University offering programs in areas such as management, finance, and marketing.
-
A.
Quaid-i-Azam University
chosen
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.
-
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 the Punjab
The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
-
D.
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.
-
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.
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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa622a84548190a66d45eec70f9b85 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c42c6c8190b245c3434e6bbcf8 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a7f592881909b8fd45444e6d715 |
completed | March 8, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5b64a1f0819087338ee504f70f5c |
completed | March 8, 2026, 11:20 a.m. |
Created at: March 4, 2026, 7:28 p.m.