Triple

T14365103
Position Surface form Disambiguated ID Type / Status
Subject Jamshoro District E356209 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Liaquat University of Medical and Health Sciences, Jamshoro E1095890 NE FINISHED

How this triple was built (2 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, Jamshoro | Statement: [Jamshoro District, hasEducationalInstitution, Liaquat University of Medical and Health Sciences, Jamshoro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liaquat University of Medical and Health Sciences, Jamshoro
Context triple: [Jamshoro District, hasEducationalInstitution, Liaquat University of Medical and Health Sciences, Jamshoro]
  • A. Liaquat University of Medical and Health Sciences chosen
    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.
  • 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. 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.
  • 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69fd6d7ed3ec8190b97128733419845b completed May 8, 2026, 4:58 a.m.
Created at: April 10, 2026, 1:15 a.m.