Triple

T15665188
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Economic Affairs (Taiwan) E377167 entity
Predicate hasDivision P35 FINISHED
Object Department of Industrial Technology
The Department of Industrial Technology is a governmental body in Taiwan responsible for formulating and promoting policies that advance industrial innovation, technology development, and competitiveness.
E1169929 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 Industrial Technology | Statement: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Industrial Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Industrial Technology
Context triple: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Industrial Technology]
  • A. Faculty of Industrial Technology
    The Faculty of Industrial Technology is an academic division of Institut Teknologi Bandung specializing in engineering and technology disciplines related to industrial systems, processes, and management.
  • B. Department of Industrial Engineering
    The Department of Industrial Engineering is an academic unit at Tor Vergata University of Rome focused on education and research in industrial, mechanical, and management engineering disciplines.
  • C. Department of Industrial Engineering
    The Department of Industrial Engineering is an academic unit that focuses on optimizing complex systems, processes, and organizations through the integration of engineering, management, and data-driven methods.
  • D. Department of Industrial Engineering
    The Department of Industrial Engineering at Sharif University of Technology is a leading Iranian academic unit specializing in optimizing complex systems, production processes, and organizational operations through engineering and management sciences.
  • E. Department of Industrial Engineering
    The Department of Industrial Engineering is an academic unit at the University of Engineering and Technology Peshawar that focuses on optimizing complex systems, processes, and organizations through engineering and management principles.
  • 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 Industrial Technology
Triple: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Industrial Technology]
Generated description
The Department of Industrial Technology is a governmental body in Taiwan responsible for formulating and promoting policies that advance industrial innovation, technology development, and competitiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Industrial Technology
Target entity description: The Department of Industrial Technology is a governmental body in Taiwan responsible for formulating and promoting policies that advance industrial innovation, technology development, and competitiveness.
  • A. Faculty of Industrial Technology
    The Faculty of Industrial Technology is an academic division of Institut Teknologi Bandung specializing in engineering and technology disciplines related to industrial systems, processes, and management.
  • B. Department of Industrial Engineering
    The Department of Industrial Engineering at Sharif University of Technology is a leading Iranian academic unit specializing in optimizing complex systems, production processes, and organizational operations through engineering and management sciences.
  • C. Department of Industrial Engineering
    The Department of Industrial Engineering at the University of Trento is an academic unit focused on research and education in areas such as industrial technologies, production systems, and innovation in engineering processes.
  • D. Department of Industrial Engineering
    The Department of Industrial Engineering is an academic unit at Tor Vergata University of Rome focused on education and research in industrial, mechanical, and management engineering disciplines.
  • E. Department of Industrial Engineering
    The Department of Industrial Engineering is an academic unit that focuses on optimizing complex systems, processes, and organizations through the integration of engineering, management, and data-driven methods.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0f4df08190ad2c5d78e435d8eb completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679ff4648190a2f05d6445fa59df completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68af38848190975e374b2c8c917b completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff69660b6c819082dbdf06db1c8fe3 completed May 9, 2026, 5:05 p.m.
Created at: April 10, 2026, 4:16 a.m.