Triple
T22554053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Douala |
E557631
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Industrial Engineering
The Faculty of Industrial Engineering is an academic division of the University of Douala specializing in training engineers and conducting research in industrial and manufacturing systems.
|
E1543358
|
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: Faculty of Industrial Engineering | Statement: [University of Douala, hasFaculty, Faculty of Industrial Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Industrial Engineering Context triple: [University of Douala, hasFaculty, Faculty of Industrial Engineering]
-
A.
Faculty of Industrial Engineering
The Faculty of Industrial Engineering is an academic division of Amirkabir University of Technology specializing in education and research on optimizing complex systems, processes, and organizations in engineering and industry.
-
B.
Faculty of Industrial Engineering and Management
The Faculty of Industrial Engineering and Management is an academic unit at the Technion – Israel Institute of Technology specializing in the study and research of industrial engineering, operations research, information systems, and management sciences.
-
C.
Faculty of Mechanical and Industrial Engineering
The Faculty of Mechanical and Industrial Engineering is an academic division of the Vienna University of Technology specializing in education and research in mechanical engineering, industrial engineering, and related technological fields.
-
D.
Faculty of Industrial and Systems Engineering
The Faculty of Industrial and Systems Engineering is an academic unit of Peru’s National University of Engineering dedicated to training professionals in optimizing industrial processes, systems, and organizational operations through engineering and management principles.
-
E.
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.
- 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: Faculty of Industrial Engineering Triple: [University of Douala, hasFaculty, Faculty of Industrial Engineering]
Generated description
The Faculty of Industrial Engineering is an academic division of the University of Douala specializing in training engineers and conducting research in industrial and manufacturing systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Industrial Engineering Target entity description: The Faculty of Industrial Engineering is an academic division of the University of Douala specializing in training engineers and conducting research in industrial and manufacturing systems.
-
A.
Faculty of Industrial Engineering
The Faculty of Industrial Engineering is an academic division of Amirkabir University of Technology specializing in education and research on optimizing complex systems, processes, and organizations in engineering and industry.
-
B.
Faculty of Industrial Engineering and Management
The Faculty of Industrial Engineering and Management is an academic unit at the Technion – Israel Institute of Technology specializing in the study and research of industrial engineering, operations research, information systems, and management sciences.
-
C.
Faculty of Mechanical and Industrial Engineering
The Faculty of Mechanical and Industrial Engineering is an academic division of the Vienna University of Technology specializing in education and research in mechanical engineering, industrial engineering, and related technological fields.
-
D.
Faculty of Industrial and Systems Engineering
The Faculty of Industrial and Systems Engineering is an academic unit of Peru’s National University of Engineering dedicated to training professionals in optimizing industrial processes, systems, and organizational operations through engineering and management principles.
-
E.
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.
- 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f780fb88190836408c6de3d3966 |
completed | April 29, 2026, 1:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d6510648190aba36f0ad1bb4f81 |
completed | May 18, 2026, 3:16 p.m. |
| NEDg | Description generation | batch_6a0b364718308190937c3b7ae90ea9df |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37a1ecc08190ac89e862582833a0 |
completed | May 18, 2026, 4 p.m. |
Created at: April 16, 2026, 8:52 p.m.