Triple

T16447881
Position Surface form Disambiguated ID Type / Status
Subject Bahauddin Zakariya University E399478 entity
Predicate formerName P65 FINISHED
Object University of Multan
The University of Multan was the original name of Bahauddin Zakariya University, a major public higher education institution located in Multan, Pakistan.
 E1239067 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: University of Multan | Statement: [Bahauddin Zakariya University, formerName, University of Multan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Multan
Context triple: [Bahauddin Zakariya University, formerName, University of Multan]
  • 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. University of Sindh
    The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
  • C. University of Haripur
    The University of Haripur is a public higher education institution located in Haripur, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • 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. Abdul Wali Khan University Mardan
    Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
  • 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: University of Multan
Triple: [Bahauddin Zakariya University, formerName, University of Multan]
Generated description
The University of Multan was the original name of Bahauddin Zakariya University, a major public higher education institution located in Multan, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Multan
Target entity description: The University of Multan was the original name of Bahauddin Zakariya University, a major public higher education institution located in Multan, Pakistan.
  • 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. University of Sindh
    The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
  • C. University of Haripur
    The University of Haripur is a public higher education institution located in Haripur, Khyber Pakhtunkhwa, Pakistan, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • 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. Abdul Wali Khan University Mardan
    Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cddfc3c8190919b49f74b7e8e1a completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00c291e2008190b41a989c5c6e2860 completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c332051c8190b086a6e29b8d9c61 completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c4371d7481908ee341415606c0a5 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:10 a.m.