Triple

T8611989
Position Surface form Disambiguated ID Type / Status
Subject Open Roberta E203932 entity
Predicate developer P73 FINISHED
Object Fraunhofer IAIS
Fraunhofer IAIS is a German research institute within the Fraunhofer Society specializing in applied artificial intelligence, data science, and intelligent systems.
 E745379 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 IAIS | Statement: [Open Roberta, developer, Fraunhofer IAIS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IAIS
Context triple: [Open Roberta, developer, Fraunhofer IAIS]
  • 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. German Research Center for Artificial Intelligence
    The German Research Center for Artificial Intelligence (DFKI) is a leading German research institution focused on cutting-edge artificial intelligence research and its transfer into real-world industrial and societal applications.
  • C. Fraunhofer Institute for Integrated Circuits IIS
    The Fraunhofer Institute for Integrated Circuits IIS is a leading German research institute renowned for its work in microelectronics and audio coding technologies, including the co-development of the MP3 format.
  • 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. Klaus Tschira Foundation
    The Klaus Tschira Foundation is a German non-profit organization that supports projects in natural sciences, mathematics, and computer science, with a strong focus on science communication and education.
  • 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 IAIS
Triple: [Open Roberta, developer, Fraunhofer IAIS]
Generated description
Fraunhofer IAIS is a German research institute within the Fraunhofer Society specializing in applied artificial intelligence, data science, and intelligent systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IAIS
Target entity description: Fraunhofer IAIS is a German research institute within the Fraunhofer Society specializing in applied artificial intelligence, data science, and intelligent systems.
  • 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. German Research Center for Artificial Intelligence
    The German Research Center for Artificial Intelligence (DFKI) is a leading German research institution focused on cutting-edge artificial intelligence research and its transfer into real-world industrial and societal applications.
  • C. Fraunhofer Institute for Integrated Circuits IIS
    The Fraunhofer Institute for Integrated Circuits IIS is a leading German research institute renowned for its work in microelectronics and audio coding technologies, including the co-development of the MP3 format.
  • 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. Klaus Tschira Foundation
    The Klaus Tschira Foundation is a German non-profit organization that supports projects in natural sciences, mathematics, and computer science, with a strong focus on science communication and education.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46fc31e08190aab5ab8f92f3315c completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea91456a88190a7416b0f1a0327d6 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69cea9e685388190a4be9d2135dc02d0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaababe2c8190bc47430d33bfdbaa completed April 2, 2026, 5:43 p.m.
Created at: March 30, 2026, 6:25 p.m.