Triple

T17550152
Position Surface form Disambiguated ID Type / Status
Subject INSA Lyon E427437 entity
Predicate hasDepartment P35 FINISHED
Object Industrial Engineering
Industrial Engineering is a discipline that focuses 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: [INSA Lyon, hasDepartment, Industrial Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Industrial Engineering
Context triple: [INSA Lyon, hasDepartment, 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. Industrial Engineering Department
    The Industrial Engineering Department is an academic unit specializing in optimizing complex systems, processes, and resources within the Faculty of Engineering at Helwan University.
  • C. Industrial Engineering Department
    The Industrial Engineering Department at Boğaziçi University is a leading academic unit in Turkey known for its rigorous engineering education, strong quantitative focus, and research in optimization, operations research, and systems engineering.
  • D. 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.
  • E. 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.
  • 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: [INSA Lyon, hasDepartment, Industrial Engineering]
Generated description
Industrial Engineering is a discipline that focuses 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 discipline that focuses 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. Industrial Engineering Department
    The Industrial Engineering Department is an academic unit specializing in optimizing complex systems, processes, and resources within the Faculty of Engineering at Helwan University.
  • C. Industrial Engineering Department
    The Industrial Engineering Department at Boğaziçi University is a leading academic unit in Turkey known for its rigorous engineering education, strong quantitative focus, and research in optimization, operations research, and systems engineering.
  • D. 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.
  • E. 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.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e45463ddf88190a2c29f3246adcb6e completed April 19, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d290edbc8190a7b2cb0835456890 completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d597c96c8190a5eca56a748da50c completed May 11, 2026, 1:11 p.m.
NED2 Entity disambiguation (via description) batch_6a01d639c220819088dd3389d1ab60ca completed May 11, 2026, 1:14 p.m.
Created at: April 10, 2026, 5:50 a.m.