Triple

T413302
Position Surface form Disambiguated ID Type / Status
Subject Khyber Pakhtunkhwa E9536 entity
Predicate hasUniversity P113 FINISHED
Object Gomal University
Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
 E52866 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: Gomal University | Statement: [Khyber Pakhtunkhwa, hasUniversity, Gomal University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gomal University
Context triple: [Khyber Pakhtunkhwa, hasUniversity, Gomal University]
  • A. University of Peshawar
    The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
  • B. International Islamic University Islamabad
    The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
  • C. Libyan International Medical University
    Libyan International Medical University is a private medical and health sciences university located in Benghazi, Libya, offering undergraduate and postgraduate programs in fields such as medicine, dentistry, and pharmacy.
  • D. Gori State Teaching University
    Gori State Teaching University is a higher education institution located in the city of Gori, Georgia, offering undergraduate and graduate programs across various academic disciplines.
  • E. Strathmore University
    Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
  • 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: Gomal University
Triple: [Khyber Pakhtunkhwa, hasUniversity, Gomal University]
Generated description
Gomal University is a public higher education institution located in Dera Ismail Khan, 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: Gomal University
Target entity description: Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • A. University of Peshawar
    The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
  • B. International Islamic University Islamabad
    The International Islamic University Islamabad is a public research university in Pakistan known for integrating Islamic teachings with modern academic disciplines across a wide range of fields.
  • C. Libyan International Medical University
    Libyan International Medical University is a private medical and health sciences university located in Benghazi, Libya, offering undergraduate and postgraduate programs in fields such as medicine, dentistry, and pharmacy.
  • D. Gori State Teaching University
    Gori State Teaching University is a higher education institution located in the city of Gori, Georgia, offering undergraduate and graduate programs across various academic disciplines.
  • E. Strathmore University
    Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecdc422881908910428fd1aee7c6 completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a423a152b0819099cfb9dd799ce755 completed March 1, 2026, 11:31 a.m.
NEDg Description generation batch_69a423fc21188190bacc03bfae9ac401 completed March 1, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_69a42486e1e08190b7603c34d625da7c completed March 1, 2026, 11:35 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.