Triple

T20562353
Position Surface form Disambiguated ID Type / Status
Subject Stuttgart-Vaihingen E504873 entity
Predicate contains P35 FINISHED
Object Fraunhofer Institute for Manufacturing Engineering and Automation E236593 NE FINISHED

How this triple was built (2 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 Manufacturing Engineering and Automation | Statement: [Stuttgart-Vaihingen, contains, Fraunhofer Institute for Manufacturing Engineering and Automation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer Institute for Manufacturing Engineering and Automation
Context triple: [Stuttgart-Vaihingen, contains, Fraunhofer Institute for Manufacturing Engineering and Automation]
  • A. 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.
  • B. Fraunhofer Institute for Manufacturing Engineering and Automation IPA chosen
    The Fraunhofer Institute for Manufacturing Engineering and Automation IPA is a German applied research institute specializing in advanced manufacturing, automation, and production technologies within the Fraunhofer Society network.
  • C. 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.
  • D. Fraunhofer Institute for Machine Tools and Forming Technology IWU
    The Fraunhofer Institute for Machine Tools and Forming Technology IWU is a German applied research institute specializing in production engineering, machine tools, and forming technologies for industrial innovation.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: April 16, 2026, 11:39 a.m.