Triple
T3668410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sukkur |
E77817
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
IBA University Sukkur
IBA University Sukkur is a public sector higher education institution in Pakistan known for its business, management, and engineering programs and its focus on merit-based admissions and quality education.
|
E378157
|
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: IBA University Sukkur | Statement: [Sukkur, hasEducationalInstitution, IBA University Sukkur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBA University Sukkur Context triple: [Sukkur, hasEducationalInstitution, IBA University Sukkur]
-
A.
University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
International Islamic University Islamabad
The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
- 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: IBA University Sukkur Triple: [Sukkur, hasEducationalInstitution, IBA University Sukkur]
Generated description
IBA University Sukkur is a public sector higher education institution in Pakistan known for its business, management, and engineering programs and its focus on merit-based admissions and quality education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBA University Sukkur Target entity description: IBA University Sukkur is a public sector higher education institution in Pakistan known for its business, management, and engineering programs and its focus on merit-based admissions and quality education.
-
A.
University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
International Islamic University Islamabad
The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
- 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_69ad85e083008190b2e1b7085fe500bd |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc42997d88190bc765559bd7645fc |
completed | March 8, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4884e36108190a19887e81921fe32 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48aa728fc8190b1a4e4d6d466efb5 |
completed | March 13, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4aefb58448190b7d34343a5dbb0f6 |
completed | March 14, 2026, 12:42 a.m. |
Created at: March 8, 2026, 3:25 p.m.