Triple

T9758185
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Microstructure of Materials and Systems IMWS E236603 entity
Predicate abbreviation P43 FINISHED
Object 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.
 E860867 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 IMWS | Statement: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, Fraunhofer IMWS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IMWS
Context triple: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, Fraunhofer IMWS]
  • A. 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.
  • B. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • C. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • D. 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.
  • E. Fraunhofer IBMT
    Fraunhofer IBMT is a German research institute specializing in biomedical engineering, including medical technology, biotechnology, and related life-science applications.
  • 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 IMWS
Triple: [Fraunhofer Institute for Microstructure of Materials and Systems IMWS, abbreviation, Fraunhofer IMWS]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IMWS
Target entity description: 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.
  • A. 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.
  • B. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • C. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • D. 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.
  • E. Fraunhofer IBMT
    Fraunhofer IBMT is a German research institute specializing in biomedical engineering, including medical technology, biotechnology, and related life-science applications.
  • 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_69ca84d64f6c8190a4ed4e9f5936eda5 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda047d0408190b91f7195513da6e8 completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d79445b9288190a684184285966fa8 completed April 9, 2026, 11:57 a.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: March 30, 2026, 8:24 p.m.