Triple

T2141625
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Society E46771 entity
Predicate hasPart P35 FINISHED
Object Fraunhofer Institute for Applied Optics and Precision Engineering IOF
The Fraunhofer Institute for Applied Optics and Precision Engineering IOF is a German research institute specializing in optical systems, photonics, and precision engineering for scientific and industrial applications.
 E236590 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 Applied Optics and Precision Engineering IOF | Statement: [Fraunhofer Society, hasPart, Fraunhofer Institute for Applied Optics and Precision Engineering IOF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer Institute for Applied Optics and Precision Engineering IOF
Context triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Applied Optics and Precision Engineering IOF]
  • 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. Institute of Optics
    The Institute of Optics is a renowned academic and research center specializing in optics and photonics, based at the University of Rochester.
  • C. Institute of Laser Engineering
    The Institute of Laser Engineering is a leading research center at Osaka University specializing in advanced laser science and high-energy density physics.
  • D. Optica
    Optica is a leading scientific society dedicated to advancing the study and application of optics and photonics worldwide.
  • E. Wuhan National Laboratory for Optoelectronics
    Wuhan National Laboratory for Optoelectronics is a major Chinese research center specializing in advanced optoelectronic science and technology, based in Wuhan and affiliated with Huazhong University of Science and Technology.
  • 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 Applied Optics and Precision Engineering IOF
Triple: [Fraunhofer Society, hasPart, Fraunhofer Institute for Applied Optics and Precision Engineering IOF]
Generated description
The Fraunhofer Institute for Applied Optics and Precision Engineering IOF is a German research institute specializing in optical systems, photonics, and precision engineering for scientific and industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer Institute for Applied Optics and Precision Engineering IOF
Target entity description: The Fraunhofer Institute for Applied Optics and Precision Engineering IOF is a German research institute specializing in optical systems, photonics, and precision engineering for scientific and industrial applications.
  • 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. Institute of Optics
    The Institute of Optics is a renowned academic and research center specializing in optics and photonics, based at the University of Rochester.
  • C. Institute of Laser Engineering
    The Institute of Laser Engineering is a leading research center at Osaka University specializing in advanced laser science and high-energy density physics.
  • D. Optica
    Optica is a leading scientific society dedicated to advancing the study and application of optics and photonics worldwide.
  • E. Wuhan National Laboratory for Optoelectronics
    Wuhan National Laboratory for Optoelectronics is a major Chinese research center specializing in advanced optoelectronic science and technology, based in Wuhan and affiliated with Huazhong University of Science and Technology.
  • 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_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.