Triple

T18230047
Position Surface form Disambiguated ID Type / Status
Subject Time-Triggered Architecture E436520 entity
Predicate developedBy P73 FINISHED
Object Hermann Kopetz and colleagues
Hermann Kopetz and colleagues are computer scientists best known for pioneering the Time-Triggered Architecture for designing dependable real-time embedded systems.
 E1313801 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: Hermann Kopetz and colleagues | Statement: [Time-Triggered Architecture, developedBy, Hermann Kopetz and colleagues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hermann Kopetz and colleagues
Context triple: [Time-Triggered Architecture, developedBy, Hermann Kopetz and colleagues]
  • A. Zantzinger, Borie and Medary
    Zantzinger, Borie and Medary was a prominent early 20th-century American architectural firm known for its grand Beaux-Arts and classical revival designs.
  • B. Lehmann and Neumann
    Lehmann and Neumann were microbiologists who formally described and named the bacterial genus Mycobacterium.
  • C. Wolfgang Koeppen
    Wolfgang Koeppen was a prominent 20th-century German novelist known for his psychologically rich, stylistically innovative works that critically examined postwar German society.
  • D. Hans Reusch
    Hans Reusch was a German World War I fighter pilot who served as a notable member of the famed Jasta 2 (Jagdstaffel 2) fighter squadron.
  • E. Hans-Georg Kern
    Hans-Georg Kern is the birth name of Georg Baselitz, a prominent German painter and sculptor known for his expressive, often inverted figurative works.
  • 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: Hermann Kopetz and colleagues
Triple: [Time-Triggered Architecture, developedBy, Hermann Kopetz and colleagues]
Generated description
Hermann Kopetz and colleagues are computer scientists best known for pioneering the Time-Triggered Architecture for designing dependable real-time embedded systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hermann Kopetz and colleagues
Target entity description: Hermann Kopetz and colleagues are computer scientists best known for pioneering the Time-Triggered Architecture for designing dependable real-time embedded systems.
  • A. Zantzinger, Borie and Medary
    Zantzinger, Borie and Medary was a prominent early 20th-century American architectural firm known for its grand Beaux-Arts and classical revival designs.
  • B. Lehmann and Neumann
    Lehmann and Neumann were microbiologists who formally described and named the bacterial genus Mycobacterium.
  • C. Wolfgang Koeppen
    Wolfgang Koeppen was a prominent 20th-century German novelist known for his psychologically rich, stylistically innovative works that critically examined postwar German society.
  • D. Hans Reusch
    Hans Reusch was a German World War I fighter pilot who served as a notable member of the famed Jasta 2 (Jagdstaffel 2) fighter squadron.
  • E. Hans-Georg Kern
    Hans-Georg Kern is the birth name of Georg Baselitz, a prominent German painter and sculptor known for his expressive, often inverted figurative works.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f4b284a8819088456c2af5fa1de5 completed April 19, 2026, 3:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac66d0b08190a09a20b1f393ed4f completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad5a19208190942d0a2a92641f69 completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03adfb5e148190b96a0026a72d789b completed May 12, 2026, 10:47 p.m.
Created at: April 10, 2026, 10:33 a.m.