Triple
T3931612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multan |
E90805
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Bahauddin Zakariya University
Bahauddin Zakariya University is a major public research university in Multan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
|
E399478
|
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: Bahauddin Zakariya University | Statement: [Multan, hasUniversity, Bahauddin Zakariya University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bahauddin Zakariya University Context triple: [Multan, hasUniversity, Bahauddin Zakariya University]
-
A.
Abdul Wali Khan University Mardan
Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
-
B.
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.
-
C.
Barkatullah University
Barkatullah University is a public university in Bhopal, India, known for its diverse academic programs and as an alma mater of Nobel Peace Prize laureate Kailash Satyarthi.
-
D.
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.
-
E.
University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
- 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: Bahauddin Zakariya University Triple: [Multan, hasUniversity, Bahauddin Zakariya University]
Generated description
Bahauddin Zakariya University is a major public research university in Multan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bahauddin Zakariya University Target entity description: Bahauddin Zakariya University is a major public research university in Multan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
A.
Abdul Wali Khan University Mardan
Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
-
B.
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.
-
C.
Barkatullah University
Barkatullah University is a public university in Bhopal, India, known for its diverse academic programs and as an alma mater of Nobel Peace Prize laureate Kailash Satyarthi.
-
D.
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.
-
E.
University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
- 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_69aed95f26e0819094b0e71974543a19 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeda98058819094dd6ab223670860 |
completed | March 9, 2026, 3:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5288408f0819090217513e7a21091 |
completed | March 14, 2026, 9:21 a.m. |
| NEDg | Description generation | batch_69b5294a9b80819083124bc2ff6828aa |
completed | March 14, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b529f6a3488190a7a9ae37f71cff56 |
completed | March 14, 2026, 9:27 a.m. |
Created at: March 9, 2026, 3:23 p.m.