Triple
T2141653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Society |
E46771
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Fraunhofer Institute for Machine Tools and Forming Technology IWU
The Fraunhofer Institute for Machine Tools and Forming Technology IWU is a German applied research institute specializing in production engineering, machine tools, and forming technologies for industrial innovation.
|
E236605
|
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: Fraunhofer Institute for Machine Tools and Forming Technology IWU | Statement: [Fraunhofer Society, hasPart, Fraunhofer Institute for Machine Tools and Forming Technology IWU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Machine Tools and Forming Technology IWU Context triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Machine Tools and Forming Technology IWU]
-
A.
Fraunhofer Society
The Fraunhofer Society is a leading German organization for applied research, operating numerous institutes that develop practical innovations and technologies for industry and society.
-
B.
Technical University of Darmstadt
The Technical University of Darmstadt is a leading German research university renowned for its engineering, computer science, and natural sciences programs.
-
C.
Technical University of Braunschweig
The Technical University of Braunschweig is a major German research university known for its strong engineering and natural sciences programs and its location in the city of Braunschweig.
-
D.
Maschinenbau-AG Nürnberg
Maschinenbau-AG Nürnberg was a German mechanical engineering and manufacturing company that served as the predecessor to MAN, later becoming part of the well-known MAN industrial group.
-
E.
Dresden University of Technology
Dresden University of Technology is a major German research university located in Dresden, renowned for its engineering, natural sciences, and interdisciplinary innovation.
- 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: Fraunhofer Institute for Machine Tools and Forming Technology IWU Triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Machine Tools and Forming Technology IWU]
Generated description
The Fraunhofer Institute for Machine Tools and Forming Technology IWU is a German applied research institute specializing in production engineering, machine tools, and forming technologies for industrial innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Machine Tools and Forming Technology IWU Target entity description: The Fraunhofer Institute for Machine Tools and Forming Technology IWU is a German applied research institute specializing in production engineering, machine tools, and forming technologies for industrial innovation.
-
A.
Fraunhofer Society
The Fraunhofer Society is a leading German organization for applied research, operating numerous institutes that develop practical innovations and technologies for industry and society.
-
B.
Technical University of Darmstadt
The Technical University of Darmstadt is a leading German research university renowned for its engineering, computer science, and natural sciences programs.
-
C.
Technical University of Braunschweig
The Technical University of Braunschweig is a major German research university known for its strong engineering and natural sciences programs and its location in the city of Braunschweig.
-
D.
Maschinenbau-AG Nürnberg
Maschinenbau-AG Nürnberg was a German mechanical engineering and manufacturing company that served as the predecessor to MAN, later becoming part of the well-known MAN industrial group.
-
E.
Dresden University of Technology
Dresden University of Technology is a major German research university located in Dresden, renowned for its engineering, natural sciences, and interdisciplinary innovation.
- 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbe0543108190862dd9a4a861c758 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b63e4081908a5d87af5d17d3c4 |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae52d29d708190809ee4d5047b2755 |
completed | March 9, 2026, 4:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae532ec8808190b1ecd8c4f66df30d |
completed | March 9, 2026, 4:57 a.m. |
Created at: March 4, 2026, 7:44 p.m.