Triple

T11521369
Position Surface form Disambiguated ID Type / Status
Subject College of Engineering, California Polytechnic State University, San Luis Obispo E273168 entity
Predicate hasDiscipline P531 FINISHED
Object industrial engineering
Industrial engineering is a field of engineering focused on designing, optimizing, and managing complex systems, processes, and organizations to improve efficiency, productivity, and quality.
 E310902 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: industrial engineering | Statement: [College of Engineering, California Polytechnic State University, San Luis Obispo, hasDiscipline, industrial engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: industrial engineering
Context triple: [College of Engineering, California Polytechnic State University, San Luis Obispo, hasDiscipline, industrial engineering]
  • A. Industrial and Operations Engineering
    Industrial and Operations Engineering is an engineering discipline focused on designing, optimizing, and managing complex systems, processes, and organizations to improve efficiency, quality, and productivity.
  • B. School of Industrial Engineering
    The School of Industrial Engineering is an academic unit of the University of Málaga dedicated to education and research in industrial and related engineering disciplines.
  • C. School of Industrial Engineering
    The School of Industrial Engineering is a major academic unit of the Polytechnic University of Madrid specializing in education and research in industrial and systems engineering disciplines.
  • D. Department of Industrial and Production Engineering
    The Department of Industrial and Production Engineering is an academic unit specializing in optimizing manufacturing systems, processes, and resources through engineering, management, and analytical methods.
  • E. School of Industrial Engineering and Management
    The School of Industrial Engineering and Management is a faculty unit at KTH Royal Institute of Technology specializing in the integration of engineering, management, and economics to optimize industrial systems and organizational performance.
  • 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: industrial engineering
Triple: [College of Engineering, California Polytechnic State University, San Luis Obispo, hasDiscipline, industrial engineering]
Generated description
Industrial engineering is a field of engineering focused on designing, optimizing, and managing complex systems, processes, and organizations to improve efficiency, productivity, and quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: industrial engineering
Target entity description: Industrial engineering is a field of engineering focused on designing, optimizing, and managing complex systems, processes, and organizations to improve efficiency, productivity, and quality.
  • A. Industrial and Operations Engineering chosen
    Industrial and Operations Engineering is an engineering discipline focused on designing, optimizing, and managing complex systems, processes, and organizations to improve efficiency, quality, and productivity.
  • B. School of Industrial Engineering
    The School of Industrial Engineering is an academic unit of the University of Málaga dedicated to education and research in industrial and related engineering disciplines.
  • C. School of Industrial Engineering
    The School of Industrial Engineering is a major academic unit of the Polytechnic University of Madrid specializing in education and research in industrial and systems engineering disciplines.
  • D. Department of Industrial and Production Engineering
    The Department of Industrial and Production Engineering is an academic unit specializing in optimizing manufacturing systems, processes, and resources through engineering, management, and analytical methods.
  • E. School of Industrial Engineering and Management
    The School of Industrial Engineering and Management is a faculty unit at KTH Royal Institute of Technology specializing in the integration of engineering, management, and economics to optimize industrial systems and organizational performance.
  • F. None of above.

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_69d6aae3fbec8190a14632a5df2538b6 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fd129c88190893b95222480e04a completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62551a36081908ef6418fe8e2155c completed April 20, 2026, 1:08 p.m.
NEDg Description generation batch_69e62cf5b9988190bc1935993f0111f7 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e66433ddb48190994bb1160b0ff732 completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:36 p.m.