Triple
T22830086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fontys University of Applied Sciences |
E565772
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Engineering and Technology
Engineering and Technology is a faculty focused on practical, application-oriented education and research in engineering and technological disciplines.
|
E1556322
|
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: Engineering and Technology | Statement: [Fontys University of Applied Sciences, hasFaculty, Engineering and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineering and Technology Context triple: [Fontys University of Applied Sciences, hasFaculty, Engineering and Technology]
-
A.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
B.
Engineering Systems and Services
Engineering Systems and Services is an academic department focused on the analysis, design, and management of complex socio-technical and infrastructural systems.
-
C.
T Engineering
T Engineering is an engineering firm recognized for its role in designing major infrastructure projects, including Turkey’s record-breaking Çanakkale 1915 Bridge.
-
D.
School of Engineering and Engineering Technology
The School of Engineering and Engineering Technology is an academic division of the Federal University of Technology Minna that offers engineering education, training, and research across various engineering disciplines.
-
E.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
- 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: Engineering and Technology Triple: [Fontys University of Applied Sciences, hasFaculty, Engineering and Technology]
Generated description
Engineering and Technology is a faculty focused on practical, application-oriented education and research in engineering and technological disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineering and Technology Target entity description: Engineering and Technology is a faculty focused on practical, application-oriented education and research in engineering and technological disciplines.
-
A.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
B.
Engineering Systems and Services
Engineering Systems and Services is an academic department focused on the analysis, design, and management of complex socio-technical and infrastructural systems.
-
C.
T Engineering
T Engineering is an engineering firm recognized for its role in designing major infrastructure projects, including Turkey’s record-breaking Çanakkale 1915 Bridge.
-
D.
School of Engineering and Engineering Technology
The School of Engineering and Engineering Technology is an academic division of the Federal University of Technology Minna that offers engineering education, training, and research across various engineering disciplines.
-
E.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
- 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_69e24585ab1c81909b2b5065d15805d5 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e2ac8d48190b6dc7edc5ad82bc7 |
completed | April 29, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba7ae3dd08190b87d60a2cbfaabc7 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba8777b3c81909c294af4d7986a5b |
completed | May 19, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba92083ac819088111724d59aff11 |
completed | May 19, 2026, 12:04 a.m. |
Created at: April 17, 2026, 3:34 p.m.