Triple

T20562355
Position Surface form Disambiguated ID Type / Status
Subject Stuttgart-Vaihingen E504873 entity
Predicate contains P35 FINISHED
Object Fraunhofer Institute for Building Physics
The Fraunhofer Institute for Building Physics is a leading German research institute specializing in energy-efficient, sustainable, and comfortable building design and construction technologies.
 E1438654 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 Building Physics | Statement: [Stuttgart-Vaihingen, contains, Fraunhofer Institute for Building Physics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer Institute for Building Physics
Context triple: [Stuttgart-Vaihingen, contains, Fraunhofer Institute for Building Physics]
  • A. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • B. Fraunhofer Institute for Wood Research WKI
    The Fraunhofer Institute for Wood Research WKI is a German applied research institute specializing in wood, wood-based materials, and sustainable material technologies within the Fraunhofer Society network.
  • C. Fraunhofer IVV
    Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
  • D. Fraunhofer IMWS
    Fraunhofer IMWS is a German applied research institute specializing in the microstructure analysis and development of advanced materials and systems for industrial and technological applications.
  • E. 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.
  • 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 Building Physics
Triple: [Stuttgart-Vaihingen, contains, Fraunhofer Institute for Building Physics]
Generated description
The Fraunhofer Institute for Building Physics is a leading German research institute specializing in energy-efficient, sustainable, and comfortable building design and construction technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer Institute for Building Physics
Target entity description: The Fraunhofer Institute for Building Physics is a leading German research institute specializing in energy-efficient, sustainable, and comfortable building design and construction technologies.
  • A. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • B. Fraunhofer Institute for Wood Research WKI
    The Fraunhofer Institute for Wood Research WKI is a German applied research institute specializing in wood, wood-based materials, and sustainable material technologies within the Fraunhofer Society network.
  • C. Fraunhofer IVV
    Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
  • D. Fraunhofer IMWS
    Fraunhofer IMWS is a German applied research institute specializing in the microstructure analysis and development of advanced materials and systems for industrial and technological applications.
  • E. 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.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a79f906c819081163de9649ccb17 completed April 20, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acdac8008190a7a61d46f7041cf4 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ada4ef648190982235ebe059a9c5 completed May 16, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08aeaf2be88190bac218c7de1544fc completed May 16, 2026, 5:51 p.m.
Created at: April 16, 2026, 11:39 a.m.