Triple

T2336338
Position Surface form Disambiguated ID Type / Status
Subject Junkers E44318 entity
Predicate foundedBy P104 FINISHED
Object Hugo Junkers
Hugo Junkers was a pioneering German engineer and aircraft designer best known for developing all-metal airplanes and founding the Junkers aircraft manufacturing company.
E257015 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: Hugo Junkers | Statement: [Junkers, foundedBy, Hugo Junkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Junkers
Context triple: [Junkers, foundedBy, Hugo Junkers]
  • A. Ernst Heinkel
    Ernst Heinkel was a German aircraft designer and industrialist best known for founding the Heinkel aircraft company and pioneering military and jet aviation in the early 20th century.
  • B. Hermann Graf
    Hermann Graf was a renowned German Luftwaffe fighter ace of World War II, credited with over 200 aerial victories and highly decorated for his combat achievements.
  • C. Wilhelm Böing
    Wilhelm Böing was a German-born businessman and father of aviation pioneer William E. Boeing, whose family background influenced the early life of the Boeing founder.
  • D. Adriaan Fokker
    Adriaan Fokker was a Dutch physicist known for his contributions to statistical mechanics and theoretical physics, particularly in developing the equation that bears his name alongside Max Planck.
  • E. Alexander Lippisch
    Alexander Lippisch was a German aeronautical engineer and pioneer of tailless and delta-wing aircraft designs, influential in the development of early rocket-powered fighters and postwar aviation research.
  • 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: Hugo Junkers
Triple: [Junkers, foundedBy, Hugo Junkers]
Generated description
Hugo Junkers was a pioneering German engineer and aircraft designer best known for developing all-metal airplanes and founding the Junkers aircraft manufacturing company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Junkers
Target entity description: Hugo Junkers was a pioneering German engineer and aircraft designer best known for developing all-metal airplanes and founding the Junkers aircraft manufacturing company.
  • A. Ernst Heinkel
    Ernst Heinkel was a German aircraft designer and industrialist best known for founding the Heinkel aircraft company and pioneering military and jet aviation in the early 20th century.
  • B. Hermann Graf
    Hermann Graf was a renowned German Luftwaffe fighter ace of World War II, credited with over 200 aerial victories and highly decorated for his combat achievements.
  • C. Wilhelm Böing
    Wilhelm Böing was a German-born businessman and father of aviation pioneer William E. Boeing, whose family background influenced the early life of the Boeing founder.
  • D. Adriaan Fokker
    Adriaan Fokker was a Dutch physicist known for his contributions to statistical mechanics and theoretical physics, particularly in developing the equation that bears his name alongside Max Planck.
  • E. Alexander Lippisch
    Alexander Lippisch was a German aeronautical engineer and pioneer of tailless and delta-wing aircraft designs, influential in the development of early rocket-powered fighters and postwar aviation research.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc68927988190888630b5fa8f91dd completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.