Triple
T17550152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INSA Lyon |
E427437
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Industrial Engineering |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 5:50 a.m.