Triple
T2141636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Society |
E46771
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Fraunhofer Institute for Experimental Software Engineering IESE
The Fraunhofer Institute for Experimental Software Engineering IESE is a German research institute specializing in applied and experimental software engineering, focusing on innovative methods and technologies for dependable, high-quality software systems.
|
E46771
|
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 Experimental Software Engineering IESE | Statement: [Fraunhofer Society, hasPart, Fraunhofer Institute for Experimental Software Engineering IESE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Experimental Software Engineering IESE Context triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Experimental Software Engineering IESE]
-
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.
Max Planck Institute for Informatics
The Max Planck Institute for Informatics is a leading German research institute specializing in computer science, particularly algorithms, data science, and artificial intelligence.
-
C.
Institute for Software Research, Carnegie Mellon University
The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
-
D.
European Institute of Innovation and Technology
The European Institute of Innovation and Technology is an EU body that fosters innovation by integrating higher education, research, and business through cross-border partnerships known as Knowledge and Innovation Communities.
-
E.
Max Planck Institute for Intelligent Systems
The Max Planck Institute for Intelligent Systems is a leading German research institute focused on advancing the understanding and development of intelligent systems, including machine learning, robotics, and related fields.
- 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 Experimental Software Engineering IESE Triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Experimental Software Engineering IESE]
Generated description
The Fraunhofer Institute for Experimental Software Engineering IESE is a German research institute specializing in applied and experimental software engineering, focusing on innovative methods and technologies for dependable, high-quality software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Experimental Software Engineering IESE Target entity description: The Fraunhofer Institute for Experimental Software Engineering IESE is a German research institute specializing in applied and experimental software engineering, focusing on innovative methods and technologies for dependable, high-quality software systems.
-
A.
Fraunhofer Society
chosen
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.
Max Planck Institute for Informatics
The Max Planck Institute for Informatics is a leading German research institute specializing in computer science, particularly algorithms, data science, and artificial intelligence.
-
C.
Institute for Software Research, Carnegie Mellon University
The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
-
D.
European Institute of Innovation and Technology
The European Institute of Innovation and Technology is an EU body that fosters innovation by integrating higher education, research, and business through cross-border partnerships known as Knowledge and Innovation Communities.
-
E.
Max Planck Institute for Intelligent Systems
The Max Planck Institute for Intelligent Systems is a leading German research institute focused on advancing the understanding and development of intelligent systems, including machine learning, robotics, and related fields.
- 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_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.