Triple

T4400603
Position Surface form Disambiguated ID Type / Status
Subject Moradabad E93604 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Iftikhar Hussain Khan Academy
Iftikhar Hussain Khan Academy is an educational institution located in Moradabad, India, providing schooling to local students.
 E436832 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: Iftikhar Hussain Khan Academy | Statement: [Moradabad, hasEducationalInstitution, Iftikhar Hussain Khan Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iftikhar Hussain Khan Academy
Context triple: [Moradabad, hasEducationalInstitution, Iftikhar Hussain Khan Academy]
  • A. Talim-ul-Islam College
    Talim-ul-Islam College is a higher education institution in Rabwah, Pakistan, associated with the Ahmadiyya Muslim Community and known for its religious and secular academic programs.
  • B. Khushal School and College
    Khushal School and College is an educational institution in Pakistan best known as the school founded and run by Ziauddin Yousafzai, father of Nobel laureate Malala Yousafzai.
  • C. Government College, Lahore
    Government College, Lahore is one of Pakistan’s oldest and most prestigious higher education institutions, renowned for its rigorous academics and influential alumni across politics, literature, and science.
  • D. University of Jhang
    The University of Jhang is a public higher education institution located in Jhang, Punjab, Pakistan, offering undergraduate and postgraduate programs across various academic disciplines.
  • E. Islamia College University
    Islamia College University is a historic higher education institution in Peshawar, Pakistan, renowned for its role in the region’s educational and political history.
  • 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: Iftikhar Hussain Khan Academy
Triple: [Moradabad, hasEducationalInstitution, Iftikhar Hussain Khan Academy]
Generated description
Iftikhar Hussain Khan Academy is an educational institution located in Moradabad, India, providing schooling to local students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iftikhar Hussain Khan Academy
Target entity description: Iftikhar Hussain Khan Academy is an educational institution located in Moradabad, India, providing schooling to local students.
  • A. Talim-ul-Islam College
    Talim-ul-Islam College is a higher education institution in Rabwah, Pakistan, associated with the Ahmadiyya Muslim Community and known for its religious and secular academic programs.
  • B. Khushal School and College
    Khushal School and College is an educational institution in Pakistan best known as the school founded and run by Ziauddin Yousafzai, father of Nobel laureate Malala Yousafzai.
  • C. Government College, Lahore
    Government College, Lahore is one of Pakistan’s oldest and most prestigious higher education institutions, renowned for its rigorous academics and influential alumni across politics, literature, and science.
  • D. University of Jhang
    The University of Jhang is a public higher education institution located in Jhang, Punjab, Pakistan, offering undergraduate and postgraduate programs across various academic disciplines.
  • E. Islamia College University
    Islamia College University is a historic higher education institution in Peshawar, Pakistan, renowned for its role in the region’s educational and political history.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b352cd71ec8190a62320fd072f744f completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f5f788d081909406a938337bd05a completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f674c94c81908327336dd4380d2e completed March 14, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5f719d008819090a35e3597a0089f completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:28 p.m.