Triple
T5315724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyderabad (Sindh) |
E119141
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Liaquat University of Medical and Health Sciences (nearby in Jamshoro)
Liaquat University of Medical and Health Sciences is a prominent public medical university in Pakistan known for training healthcare professionals and conducting medical research, serving the Sindh region from its campus in Jamshoro.
|
E511057
|
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: Liaquat University of Medical and Health Sciences (nearby in Jamshoro) | Statement: [Hyderabad (Sindh), hasEducationalInstitution, Liaquat University of Medical and Health Sciences (nearby in Jamshoro)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liaquat University of Medical and Health Sciences (nearby in Jamshoro) Context triple: [Hyderabad (Sindh), hasEducationalInstitution, Liaquat University of Medical and Health Sciences (nearby in Jamshoro)]
-
A.
Ayub Medical College
Ayub Medical College is a prominent public medical education institution located in Abbottabad, Pakistan, known for training doctors and healthcare professionals for the region.
-
B.
Nishtar Medical University
Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
-
C.
Hazara University (near Mansehra)
Hazara University (near Mansehra) is a public higher education institution in Pakistan’s Khyber Pakhtunkhwa province, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
D.
Rawalpindi Medical University
Rawalpindi Medical University is a public medical institution in Rawalpindi, Pakistan, that provides undergraduate and postgraduate education and training in medicine and allied health sciences.
-
E.
Ghulam Muhammad Mahar Medical College
Ghulam Muhammad Mahar Medical College is a public medical institution in Sukkur, Pakistan, offering undergraduate and postgraduate medical education and training.
- 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: Liaquat University of Medical and Health Sciences (nearby in Jamshoro) Triple: [Hyderabad (Sindh), hasEducationalInstitution, Liaquat University of Medical and Health Sciences (nearby in Jamshoro)]
Generated description
Liaquat University of Medical and Health Sciences is a prominent public medical university in Pakistan known for training healthcare professionals and conducting medical research, serving the Sindh region from its campus in Jamshoro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liaquat University of Medical and Health Sciences (nearby in Jamshoro) Target entity description: Liaquat University of Medical and Health Sciences is a prominent public medical university in Pakistan known for training healthcare professionals and conducting medical research, serving the Sindh region from its campus in Jamshoro.
-
A.
Ayub Medical College
Ayub Medical College is a prominent public medical education institution located in Abbottabad, Pakistan, known for training doctors and healthcare professionals for the region.
-
B.
Nishtar Medical University
Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
-
C.
Hazara University (near Mansehra)
Hazara University (near Mansehra) is a public higher education institution in Pakistan’s Khyber Pakhtunkhwa province, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
D.
Rawalpindi Medical University
Rawalpindi Medical University is a public medical institution in Rawalpindi, Pakistan, that provides undergraduate and postgraduate education and training in medicine and allied health sciences.
-
E.
Ghulam Muhammad Mahar Medical College
Ghulam Muhammad Mahar Medical College is a public medical institution in Sukkur, Pakistan, offering undergraduate and postgraduate medical education and training.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd854eb3248190b42a4b52f1c81bef |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf110e89548190a5eb0bad6ab0483b |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf1263876c8190a278f06ad8ac816a |
completed | March 21, 2026, 9:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf12c123008190a0d3f3c23af59819 |
completed | March 21, 2026, 9:50 p.m. |
Created at: March 20, 2026, 1:54 p.m.