Triple
T2141633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Society |
E46771
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Fraunhofer Institute for Industrial Engineering IAO
The Fraunhofer Institute for Industrial Engineering IAO is a German applied research institute focused on designing and optimizing work systems, organizations, and technologies to improve industrial innovation and productivity.
|
E238834
|
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 Industrial Engineering IAO | Statement: [Fraunhofer Society, hasPart, Fraunhofer Institute for Industrial Engineering IAO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Industrial Engineering IAO Context triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Industrial Engineering IAO]
-
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.
Fraunhofer Institute for Manufacturing Engineering and Automation IPA
The Fraunhofer Institute for Manufacturing Engineering and Automation IPA is a German applied research institute specializing in advanced manufacturing, automation, and production technologies within the Fraunhofer Society network.
-
C.
Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB
The Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB is a German applied research institute specializing in interface engineering, biotechnology, and related process technologies for industrial and environmental applications.
-
D.
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.
-
E.
Fraunhofer Institute for Process Engineering and Packaging IVV
The Fraunhofer Institute for Process Engineering and Packaging IVV is a German research institute specializing in applied research on food technology, packaging, and process engineering for industry and consumer products.
- 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 Industrial Engineering IAO Triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Industrial Engineering IAO]
Generated description
The Fraunhofer Institute for Industrial Engineering IAO is a German applied research institute focused on designing and optimizing work systems, organizations, and technologies to improve industrial innovation and productivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute for Industrial Engineering IAO Target entity description: The Fraunhofer Institute for Industrial Engineering IAO is a German applied research institute focused on designing and optimizing work systems, organizations, and technologies to improve industrial innovation and productivity.
-
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.
Fraunhofer Institute for Manufacturing Engineering and Automation IPA
The Fraunhofer Institute for Manufacturing Engineering and Automation IPA is a German applied research institute specializing in advanced manufacturing, automation, and production technologies within the Fraunhofer Society network.
-
C.
Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB
The Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB is a German applied research institute specializing in interface engineering, biotechnology, and related process technologies for industrial and environmental applications.
-
D.
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.
-
E.
Fraunhofer Institute for Process Engineering and Packaging IVV
The Fraunhofer Institute for Process Engineering and Packaging IVV is a German research institute specializing in applied research on food technology, packaging, and process engineering for industry and consumer products.
- 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_69ae58d5535c8190b59293afe3a10834 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae597198b88190b0253aa121ed35e1 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a02404c819088acf7c592cb2cae |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:44 p.m.