Triple

T19802948
Position Surface form Disambiguated ID Type / Status
Subject Faisalabad E475732 entity
Predicate hasUniversity P113 FINISHED
Object University of Agriculture Faisalabad
The University of Agriculture Faisalabad is a leading Pakistani higher education institution specializing in agricultural sciences, research, and rural development.
 E1396096 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 Agriculture Faisalabad | Statement: [Faisalabad, hasUniversity, University of Agriculture Faisalabad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Agriculture Faisalabad
Context triple: [Faisalabad, hasUniversity, University of Agriculture Faisalabad]
  • A. Punjab Agricultural University
    Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
  • B. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • C. Shah Abdul Latif University Khairpur
    Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
  • D. University of Science and Technology Bannu
    The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.
  • 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 Agriculture Faisalabad
Triple: [Faisalabad, hasUniversity, University of Agriculture Faisalabad]
Generated description
The University of Agriculture Faisalabad is a leading Pakistani higher education institution specializing in agricultural sciences, research, and rural development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Agriculture Faisalabad
Target entity description: The University of Agriculture Faisalabad is a leading Pakistani higher education institution specializing in agricultural sciences, research, and rural development.
  • A. Punjab Agricultural University
    Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
  • B. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • C. Shah Abdul Latif University Khairpur
    Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
  • D. University of Science and Technology Bannu
    The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e654257cb4819096fb2aa5d1f7fbb0 completed April 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c50a78dc8190ae3125974372785c completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c59d56c8819092cd0d6ac6265ebf completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c61cde3081909bfec0054e4cd5e9 completed May 16, 2026, 1:19 a.m.
Created at: April 10, 2026, 1:49 p.m.