Triple

T9757990
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Process Engineering and Packaging IVV E236599 entity
Predicate abbreviation P43 FINISHED
Object 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.
 E848206 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 IVV | Statement: [Fraunhofer Institute for Process Engineering and Packaging IVV, abbreviation, Fraunhofer IVV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IVV
Context triple: [Fraunhofer Institute for Process Engineering and Packaging IVV, abbreviation, Fraunhofer IVV]
  • A. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • B. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 IVV
Triple: [Fraunhofer Institute for Process Engineering and Packaging IVV, abbreviation, Fraunhofer IVV]
Generated description
Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IVV
Target entity description: Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
  • A. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • B. Fraunhofer LBF
    Fraunhofer LBF is a German research institute specializing in structural durability, system reliability, and lightweight design for industrial applications.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d354af200881909b08ab9b71d0d53f completed April 6, 2026, 6:37 a.m.
NEDg Description generation batch_69d3554d2c5c819089ed65a218c00177 completed April 6, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69d355a329948190977d68224cc4a5bb completed April 6, 2026, 6:41 a.m.
Created at: March 30, 2026, 8:24 p.m.