Triple
T5156631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Messerschmitt-Bölkow-Blohm |
E116326
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Bölkow
Bölkow was a German aerospace company known for its development of helicopters and aircraft, which later became part of the larger conglomerate Messerschmitt-Bölkow-Blohm (MBB).
|
E498808
|
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: Bölkow | Statement: [Messerschmitt-Bölkow-Blohm, predecessor, Bölkow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bölkow Context triple: [Messerschmitt-Bölkow-Blohm, predecessor, Bölkow]
-
A.
Messerschmitt-Bölkow-Blohm
Messerschmitt-Bölkow-Blohm was a major West German aerospace company known for producing military aircraft, helicopters, and space systems before becoming part of Airbus.
-
B.
Lippisch
Lippisch is a German surname most notably associated with Alexander Lippisch, a pioneering aeronautical engineer known for his work on delta-wing aircraft designs.
-
C.
Junkers
Junkers was a pioneering German aircraft manufacturer renowned for producing innovative military and civilian airplanes, particularly during the early to mid-20th century.
-
D.
Heinkel
Heinkel was a German aircraft manufacturing company best known for producing military aircraft for Nazi Germany during World War II.
-
E.
Siemens-Schuckertwerke
Siemens-Schuckertwerke was a major German electrical engineering and manufacturing company that formed part of the Siemens group and played a key role in industrial and urban development in early 20th-century Germany.
- 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: Bölkow Triple: [Messerschmitt-Bölkow-Blohm, predecessor, Bölkow]
Generated description
Bölkow was a German aerospace company known for its development of helicopters and aircraft, which later became part of the larger conglomerate Messerschmitt-Bölkow-Blohm (MBB).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bölkow Target entity description: Bölkow was a German aerospace company known for its development of helicopters and aircraft, which later became part of the larger conglomerate Messerschmitt-Bölkow-Blohm (MBB).
-
A.
Messerschmitt-Bölkow-Blohm
Messerschmitt-Bölkow-Blohm was a major West German aerospace company known for producing military aircraft, helicopters, and space systems before becoming part of Airbus.
-
B.
Lippisch
Lippisch is a German surname most notably associated with Alexander Lippisch, a pioneering aeronautical engineer known for his work on delta-wing aircraft designs.
-
C.
Junkers
Junkers was a pioneering German aircraft manufacturer renowned for producing innovative military and civilian airplanes, particularly during the early to mid-20th century.
-
D.
Heinkel
Heinkel was a German aircraft manufacturing company best known for producing military aircraft for Nazi Germany during World War II.
-
E.
Siemens-Schuckertwerke
Siemens-Schuckertwerke was a major German electrical engineering and manufacturing company that formed part of the Siemens group and played a key role in industrial and urban development in early 20th-century Germany.
- 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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79019c6481909641f173c5b3769a |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed0123bc48190920f60fc29f64734 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed412290481908e3a63feac61c570 |
completed | March 21, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed4ab86248190b5004585137db9c4 |
completed | March 21, 2026, 5:26 p.m. |
Created at: March 20, 2026, 1:44 p.m.