Triple
T3931613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multan |
E90805
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E399479
|
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: Nishtar Medical University | Statement: [Multan, hasUniversity, Nishtar Medical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nishtar Medical University Context triple: [Multan, hasUniversity, Nishtar Medical University]
-
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.
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.
-
C.
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.
-
D.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
E.
Peoples Medical College
Peoples Medical College is a public medical institution located in Nawabshah, Sindh, Pakistan, known for training healthcare professionals and serving the region’s medical needs.
- 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: Nishtar Medical University Triple: [Multan, hasUniversity, Nishtar Medical University]
Generated description
Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nishtar Medical University Target entity description: Nishtar Medical University is a prominent public medical institution in Multan, Pakistan, known for training healthcare professionals and providing tertiary care services.
-
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.
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.
-
C.
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.
-
D.
Nowshera Medical College
Nowshera Medical College is a public medical institution in Nowshera, Pakistan, offering undergraduate and postgraduate medical education and training.
-
E.
Peoples Medical College
Peoples Medical College is a public medical institution located in Nawabshah, Sindh, Pakistan, known for training healthcare professionals and serving the region’s medical needs.
- 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.