Triple
T2141628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Society |
E46771
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Fraunhofer Institute for Material Flow and Logistics IML
The Fraunhofer Institute for Material Flow and Logistics IML is a German research institute specializing in applied research and innovation in logistics, supply chain management, and material flow technologies.
|
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 Material Flow and Logistics IML | Statement: [Fraunhofer Society, hasPart, Fraunhofer Institute for Material Flow and Logistics IML]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Material Flow and Logistics IML Context triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Material Flow and Logistics IML]
-
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.
Deutsches Institut für Lebensmitteltechnik
Deutsches Institut für Lebensmitteltechnik is a German research institute specializing in food technology and innovation.
-
C.
Robert Bosch Stiftung
Robert Bosch Stiftung is a major German charitable foundation that supports initiatives in areas such as education, health, science, and international understanding.
-
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 Dynamics and Self-Organization
The Max Planck Institute for Dynamics and Self-Organization is a German research institute in Göttingen specializing in the fundamental physics and interdisciplinary study of complex, nonlinear, and self-organizing systems.
- 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 Material Flow and Logistics IML Triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Material Flow and Logistics IML]
Generated description
The Fraunhofer Institute for Material Flow and Logistics IML is a German research institute specializing in applied research and innovation in logistics, supply chain management, and material flow technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Material Flow and Logistics IML Target entity description: The Fraunhofer Institute for Material Flow and Logistics IML is a German research institute specializing in applied research and innovation in logistics, supply chain management, and material flow technologies.
-
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.
Deutsches Institut für Lebensmitteltechnik
Deutsches Institut für Lebensmitteltechnik is a German research institute specializing in food technology and innovation.
-
C.
Robert Bosch Stiftung
Robert Bosch Stiftung is a major German charitable foundation that supports initiatives in areas such as education, health, science, and international understanding.
-
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 Dynamics and Self-Organization
The Max Planck Institute for Dynamics and Self-Organization is a German research institute in Göttingen specializing in the fundamental physics and interdisciplinary study of complex, nonlinear, and self-organizing systems.
- 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.