Triple

T3588930
Position Surface form Disambiguated ID Type / Status
Subject College of Letters and Science (University of Wisconsin–Madison) E75977 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Department of Economics (University of Wisconsin–Madison)
The Department of Economics at the University of Wisconsin–Madison is a major academic department known for its research and teaching in economic theory, applied economics, and policy analysis at both undergraduate and graduate levels.
E371637 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 (University of Wisconsin–Madison) | Statement: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Economics (University of Wisconsin–Madison)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Economics (University of Wisconsin–Madison)
Context triple: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Economics (University of Wisconsin–Madison)]
  • 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 the University of Oslo is a leading Norwegian academic unit for research and education in economics within the Faculty of Social Sciences.
  • D. Department of Economics
    The Department of Economics at St. Stephen's College, University of Delhi, is a leading Indian academic department known for its rigorous economics curriculum and distinguished alumni in academia, policy, and industry.
  • E. Department of Economics
    The Department of Economics at Presidency College, Kolkata is an academic unit renowned for its rigorous economics education and research within one of India’s oldest and most prestigious institutions.
  • 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 (University of Wisconsin–Madison)
Triple: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Economics (University of Wisconsin–Madison)]
Generated description
The Department of Economics at the University of Wisconsin–Madison is a major academic department known for its research and teaching in economic theory, applied economics, and policy analysis at both undergraduate and graduate levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Economics (University of Wisconsin–Madison)
Target entity description: The Department of Economics at the University of Wisconsin–Madison is a major academic department known for its research and teaching in economic theory, applied economics, and policy analysis at both undergraduate and graduate levels.
  • 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 the University of Oslo is a leading Norwegian academic unit for research and education in economics within the Faculty of Social Sciences.
  • D. Department of Economics
    The Department of Economics at St. Stephen's College, University of Delhi, is a leading Indian academic department known for its rigorous economics curriculum and distinguished alumni in academia, policy, and industry.
  • E. Department of Economics
    The Department of Economics at Presidency College, Kolkata is an academic unit renowned for its rigorous economics education and research within one of India’s oldest and most prestigious institutions.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc13b2970819084181425b01f9595 completed March 8, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b40304a2e08190bcf25ddaf2bc5a2a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b406f095488190b4543fa8008fe86c completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b40872099c81909bc3531bea77f875 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.