Triple

T9757833
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Structural Durability and System Reliability LBF E236595 entity
Predicate abbreviation P43 FINISHED
Object Fraunhofer LBF
Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
 E840173 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 LBF | Statement: [Fraunhofer Institute for Structural Durability and System Reliability LBF, abbreviation, Fraunhofer LBF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer LBF
Context triple: [Fraunhofer Institute for Structural Durability and System Reliability LBF, abbreviation, Fraunhofer LBF]
  • A. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • B. 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.
  • C. Fraunhofer Institute for Factory Operation and Automation IFF
    The Fraunhofer Institute for Factory Operation and Automation IFF is a German applied research institute specializing in innovative solutions for industrial automation, digitalization, and smart factory technologies.
  • D. 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.
  • E. Leibniz Institute for Solid State and Materials Research Dresden
    The Leibniz Institute for Solid State and Materials Research Dresden is a German research institute specializing in fundamental and applied studies of solid-state physics and advanced materials science.
  • 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 LBF
Triple: [Fraunhofer Institute for Structural Durability and System Reliability LBF, abbreviation, Fraunhofer LBF]
Generated description
Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer LBF
Target entity description: Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • A. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • B. 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.
  • C. Fraunhofer Institute for Factory Operation and Automation IFF
    The Fraunhofer Institute for Factory Operation and Automation IFF is a German applied research institute specializing in innovative solutions for industrial automation, digitalization, and smart factory technologies.
  • D. 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.
  • E. Leibniz Institute for Solid State and Materials Research Dresden
    The Leibniz Institute for Solid State and Materials Research Dresden is a German research institute specializing in fundamental and applied studies of solid-state physics and advanced materials science.
  • 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_69cda046a4048190a2c66321a9911817 completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2b5aab5408190aacdc310222bb85b completed April 5, 2026, 7:19 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:24 p.m.