Triple

T14365100
Position Surface form Disambiguated ID Type / Status
Subject Jamshoro District E356209 entity
Predicate hasUniversity P113 FINISHED
Object Liaquat University of Medical and Health Sciences
Liaquat University of Medical and Health Sciences is a public medical university in Jamshoro, Sindh, Pakistan, known for training healthcare professionals and conducting medical research.
 E1095890 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 | Statement: [Jamshoro District, hasUniversity, Liaquat University of Medical and Health Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liaquat University of Medical and Health Sciences
Context triple: [Jamshoro District, hasUniversity, Liaquat University of Medical and Health Sciences]
  • A. 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.
  • B. Khyber Medical University
    Khyber Medical University is a public medical institution in Khyber Pakhtunkhwa, Pakistan, that oversees and affiliates numerous medical and dental colleges in the region.
  • C. 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.
  • D. 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.
  • E. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • 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
Triple: [Jamshoro District, hasUniversity, Liaquat University of Medical and Health Sciences]
Generated description
Liaquat University of Medical and Health Sciences is a public medical university in Jamshoro, Sindh, Pakistan, known for training healthcare professionals and conducting medical research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liaquat University of Medical and Health Sciences
Target entity description: Liaquat University of Medical and Health Sciences is a public medical university in Jamshoro, Sindh, Pakistan, known for training healthcare professionals and conducting medical research.
  • A. 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.
  • B. Khyber Medical University
    Khyber Medical University is a public medical institution in Khyber Pakhtunkhwa, Pakistan, that oversees and affiliates numerous medical and dental colleges in the region.
  • C. 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.
  • D. 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.
  • E. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fad48748190a0f34ca4d02f9a3c completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4cb0c4819094d59b4b1d43588b completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4d912ff08190b3594dd134ef7e40 completed May 8, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e7e7c508190a42070a2f2b33425 completed May 8, 2026, 2:46 a.m.
Created at: April 10, 2026, 1:15 a.m.