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.