Triple

T12129041
Position Surface form Disambiguated ID Type / Status
Subject Hogeschool Utrecht E288884 entity
Predicate hasFaculty P141 FINISHED
Object Institute for People & Business
The Institute for People & Business is a faculty of Hogeschool Utrecht focused on education and research in areas such as human resources, organizational development, and business management.
E967931 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: Institute for People & Business | Statement: [Hogeschool Utrecht, hasFaculty, Institute for People & Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute for People & Business
Context triple: [Hogeschool Utrecht, hasFaculty, Institute for People & Business]
  • A. Institute for Business Innovation
    The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
  • B. Institute of International Business
    The Institute of International Business is an academic unit of the University of Gdańsk specializing in education and research on global economics, international trade, and business.
  • C. Institute for Human Development
    The Institute for Human Development is a research and academic center at Aga Khan University focused on advancing knowledge and practice related to early childhood and lifelong human development, particularly in low- and middle-income contexts.
  • D. Center for Positive Organizations
    The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
  • E. Institute for Global Citizenship
    The Institute for Global Citizenship is a Macalester College center that promotes global engagement, social responsibility, and civic leadership among students and the broader campus community.
  • 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: Institute for People & Business
Triple: [Hogeschool Utrecht, hasFaculty, Institute for People & Business]
Generated description
The Institute for People & Business is a faculty of Hogeschool Utrecht focused on education and research in areas such as human resources, organizational development, and business management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute for People & Business
Target entity description: The Institute for People & Business is a faculty of Hogeschool Utrecht focused on education and research in areas such as human resources, organizational development, and business management.
  • A. Institute for Business Innovation
    The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
  • B. Institute of International Business
    The Institute of International Business is an academic unit of the University of Gdańsk specializing in education and research on global economics, international trade, and business.
  • C. Institute for Human Development
    The Institute for Human Development is a research and academic center at Aga Khan University focused on advancing knowledge and practice related to early childhood and lifelong human development, particularly in low- and middle-income contexts.
  • D. Center for Positive Organizations
    The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
  • E. Institute for Global Citizenship
    The Institute for Global Citizenship is a Macalester College center that promotes global engagement, social responsibility, and civic leadership among students and the broader campus community.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158a2c2c8190aaff9d0cce177565 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68ac15c81908388dd3194e9dfc4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6048d6f24819093862fb46f9938f1 completed May 2, 2026, 2:05 p.m.
NED2 Entity disambiguation (via description) batch_69f6056e3fdc81908e6e97c4c37a18bb completed May 2, 2026, 2:08 p.m.
Created at: April 8, 2026, 9:49 p.m.