Triple

T3631455
Position Surface form Disambiguated ID Type / Status
Subject University of Karachi E76963 entity
Predicate hasInstitute P186 FINISHED
Object Applied Economics Research Centre
The Applied Economics Research Centre is a research and teaching institute specializing in economic analysis and policy studies, affiliated with the University of Karachi in Pakistan.
E376017 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: Applied Economics Research Centre | Statement: [University of Karachi, hasInstitute, Applied Economics Research Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Applied Economics Research Centre
Context triple: [University of Karachi, hasInstitute, Applied Economics Research Centre]
  • A. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • B. School of Economics
    The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
  • C. School of Economics
    The School of Economics at Peking University is a leading academic institution in China specializing in economic research and education.
  • D. School of Economics
    The School of Economics at Nankai University is a leading Chinese institution for economic research and education, known for its strong academic programs and influential scholarship in economics.
  • E. School of Economics
    The School of Economics at Nagoya City University is an academic faculty specializing in economic theory, policy, and related social sciences within the university.
  • 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: Applied Economics Research Centre
Triple: [University of Karachi, hasInstitute, Applied Economics Research Centre]
Generated description
The Applied Economics Research Centre is a research and teaching institute specializing in economic analysis and policy studies, affiliated with the University of Karachi in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Applied Economics Research Centre
Target entity description: The Applied Economics Research Centre is a research and teaching institute specializing in economic analysis and policy studies, affiliated with the University of Karachi in Pakistan.
  • A. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • B. School of Economics
    The School of Economics at Nagoya City University is an academic faculty specializing in economic theory, policy, and related social sciences within the university.
  • C. School of Economics
    The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
  • D. School of Economics
    The School of Economics at Peking University is a leading academic institution in China specializing in economic research and education.
  • E. School of Economics
    The School of Economics is an academic unit of Huazhong University of Science and Technology specializing in economic education and research.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc30136e88190922bb542971b5239 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f16ba748190a2059804305e55ab completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b450785378819090b4ed7536db7757 completed March 13, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69b45a0afef8819097c6e87127b4d1db completed March 13, 2026, 6:40 p.m.
Created at: March 8, 2026, 3:23 p.m.