Triple

T10199014
Position Surface form Disambiguated ID Type / Status
Subject Fraunhofer Institute for Industrial Engineering IAO E238834 entity
Predicate hasAbbreviation P43 FINISHED
Object Fraunhofer IAO
Fraunhofer IAO is a German applied research institute focused on industrial engineering, work organization, and the design of future-oriented working and living environments.
 E876771 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 IAO | Statement: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, Fraunhofer IAO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IAO
Context triple: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, Fraunhofer IAO]
  • A. Fraunhofer IEE
    Fraunhofer IEE is a German research institute within the Fraunhofer Society that focuses on energy economics and the development and integration of sustainable energy systems and technologies.
  • B. Fraunhofer IKS
    Fraunhofer IKS is a German research institute within the Fraunhofer Society that focuses on safe, reliable, and intelligent cognitive systems and AI for industrial applications.
  • C. Fraunhofer IBMT
    Fraunhofer IBMT is a German research institute specializing in biomedical engineering, including medical technology, biotechnology, and related life-science applications.
  • D. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • E. Fraunhofer IWU
    Fraunhofer IWU is a German research institute specializing in production engineering, particularly machine tools, forming technology, and resource-efficient manufacturing.
  • 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 IAO
Triple: [Fraunhofer Institute for Industrial Engineering IAO, hasAbbreviation, Fraunhofer IAO]
Generated description
Fraunhofer IAO is a German applied research institute focused on industrial engineering, work organization, and the design of future-oriented working and living environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraunhofer IAO
Target entity description: Fraunhofer IAO is a German applied research institute focused on industrial engineering, work organization, and the design of future-oriented working and living environments.
  • A. Fraunhofer IEE
    Fraunhofer IEE is a German research institute within the Fraunhofer Society that focuses on energy economics and the development and integration of sustainable energy systems and technologies.
  • B. Fraunhofer IKS
    Fraunhofer IKS is a German research institute within the Fraunhofer Society that focuses on safe, reliable, and intelligent cognitive systems and AI for industrial applications.
  • C. Fraunhofer IBMT
    Fraunhofer IBMT is a German research institute specializing in biomedical engineering, including medical technology, biotechnology, and related life-science applications.
  • D. Fraunhofer SIT
    Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
  • E. Fraunhofer IWU
    Fraunhofer IWU is a German research institute specializing in production engineering, particularly machine tools, forming technology, and resource-efficient manufacturing.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3dfa108190b2888385ef96de23 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d979d64a5481909be6d6bd1d8b6433 completed April 10, 2026, 10:29 p.m.
NEDg Description generation batch_69d97cc07100819088683a0d79b2baa0 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e015b088190a97822675eecaa5a completed April 10, 2026, 10:47 p.m.
Created at: March 30, 2026, 9:14 p.m.