Triple

T7805279
Position Surface form Disambiguated ID Type / Status
Subject Imran Khan E180532 entity
Predicate founded P104 FINISHED
Object Namal University
Namal University is a higher education institution in Mianwali, Pakistan, known for its focus on providing quality, accessible education in a rural setting and its association with former Prime Minister Imran Khan.
 E694371 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: Namal University | Statement: [Imran Khan, founded, Namal University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Namal University
Context triple: [Imran Khan, founded, Namal University]
  • A. 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.
  • B. University of Swabi
    The University of Swabi is a public higher education institution located in Swabi, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • C. Al-Hikmah University
    Al-Hikmah University is a private Islamic university in Nigeria known for integrating moral and religious values with higher education across diverse academic disciplines.
  • D. Nangarhar University
    Nangarhar University is a major public higher education institution in eastern Afghanistan, known for its wide range of academic programs and regional influence.
  • E. Nilai University
    Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
  • 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: Namal University
Triple: [Imran Khan, founded, Namal University]
Generated description
Namal University is a higher education institution in Mianwali, Pakistan, known for its focus on providing quality, accessible education in a rural setting and its association with former Prime Minister Imran Khan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Namal University
Target entity description: Namal University is a higher education institution in Mianwali, Pakistan, known for its focus on providing quality, accessible education in a rural setting and its association with former Prime Minister Imran Khan.
  • A. 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.
  • B. University of Swabi
    The University of Swabi is a public higher education institution located in Swabi, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • C. Al-Hikmah University
    Al-Hikmah University is a private Islamic university in Nigeria known for integrating moral and religious values with higher education across diverse academic disciplines.
  • D. Nangarhar University
    Nangarhar University is a major public higher education institution in eastern Afghanistan, known for its wide range of academic programs and regional influence.
  • E. Nilai University
    Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf63838b88190a085756db9ca25c4 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:35 p.m.