Triple

T7073703
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Social Science, University of Swaziland E164761 entity
Predicate hasDepartment P35 FINISHED
Object Department of Economics
The Department of Economics is an academic unit at the University of Swaziland’s Faculty of Social Science that focuses on teaching and research in economic theory, policy, and applied economics.
E639765 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: Department of Economics | Statement: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Economics
Context triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Economics]
  • A. Department of Economics
    The Department of Economics at the University of Warwick is a leading UK academic department known for its research-intensive environment and high-quality teaching in economics and related fields.
  • B. Department of Economics
    The Department of Economics at Royal Holloway, University of London is an academic unit focused on teaching and research in economics within the college’s social sciences faculty.
  • C. Department of Economics
    The Department of Economics at Copenhagen Business School is an academic unit focused on research and teaching in economics, including areas such as microeconomics, macroeconomics, and applied economic analysis.
  • D. Department of Economics
    The Department of Economics at Savitribai Phule Pune University is an academic unit dedicated to teaching and research in economics, offering undergraduate and postgraduate programs and contributing to economic scholarship and policy analysis.
  • E. Department of Economics
    The Department of Economics at Kobe Gakuin University is an academic unit focused on teaching and research in economic theory, policy, and related fields.
  • 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: Department of Economics
Triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Economics]
Generated description
The Department of Economics is an academic unit at the University of Swaziland’s Faculty of Social Science that focuses on teaching and research in economic theory, policy, and applied economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Economics
Target entity description: The Department of Economics is an academic unit at the University of Swaziland’s Faculty of Social Science that focuses on teaching and research in economic theory, policy, and applied economics.
  • A. Department of Economics
    The Department of Economics is an academic unit that offers teaching and research programs in economic theory, policy, and applied economics within the social sciences.
  • B. Department of Economics
    The Department of Economics is an academic unit within the Haslam College of Business that focuses on teaching and research in economic theory, policy, and applied economics.
  • C. Department of Economics
    The Department of Economics at Sri Venkateswara University is an academic unit dedicated to teaching and research in economic theory, policy, and applied economics.
  • D. Department of Economics
    The Department of Economics is an academic unit within the Eller College of Management that focuses on teaching and research in economic theory, policy, and applied economics.
  • E. Department of Economics
    The Department of Economics is an academic unit within Alexandria University's Faculty of Commerce that focuses on teaching and research in economic theory, policy, and applied economics.
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4ccb42c81909f5627aa97db7a84 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794641dd481908df979600b7a8e92 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7950271a48190b6e0c3f307ebdc5a completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c7957439b8819081fb2721bbd8b65c completed March 28, 2026, 8:46 a.m.
Created at: March 27, 2026, 2:39 p.m.