Triple
T2358451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dornier Flugzeugwerke |
E47211
|
entity |
| Predicate | mergedInto |
P77
|
FINISHED |
| Object |
Daimler-Benz Aerospace
Daimler-Benz Aerospace was a major German aerospace and defense company that developed and produced aircraft, space systems, and related technologies before becoming part of EADS (now Airbus Group).
|
E259636
|
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: Daimler-Benz Aerospace | Statement: [Dornier Flugzeugwerke, mergedInto, Daimler-Benz Aerospace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daimler-Benz Aerospace Context triple: [Dornier Flugzeugwerke, mergedInto, Daimler-Benz Aerospace]
-
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.
Panavia Aircraft GmbH
Panavia Aircraft GmbH is a multinational aerospace consortium formed by the UK, Germany, and Italy to design, develop, and produce the Panavia Tornado combat aircraft.
-
C.
Bayerische Flugzeugwerke
Bayerische Flugzeugwerke was a German aircraft manufacturer that became known as the predecessor to Messerschmitt AG, producing several notable military aircraft in the interwar and World War II periods.
-
D.
Krauss-Maffei Wegmann
Krauss-Maffei Wegmann is a German defense company specializing in the design and production of armored vehicles and military land systems.
-
E.
MTU Aero Engines
MTU Aero Engines is a leading German aircraft engine manufacturer specializing in the development, production, and maintenance of military and commercial aero engines.
- 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: Daimler-Benz Aerospace Triple: [Dornier Flugzeugwerke, mergedInto, Daimler-Benz Aerospace]
Generated description
Daimler-Benz Aerospace was a major German aerospace and defense company that developed and produced aircraft, space systems, and related technologies before becoming part of EADS (now Airbus Group).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daimler-Benz Aerospace Target entity description: Daimler-Benz Aerospace was a major German aerospace and defense company that developed and produced aircraft, space systems, and related technologies before becoming part of EADS (now Airbus Group).
-
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.
Panavia Aircraft GmbH
Panavia Aircraft GmbH is a multinational aerospace consortium formed by the UK, Germany, and Italy to design, develop, and produce the Panavia Tornado combat aircraft.
-
C.
Bayerische Flugzeugwerke
Bayerische Flugzeugwerke was a German aircraft manufacturer that became known as the predecessor to Messerschmitt AG, producing several notable military aircraft in the interwar and World War II periods.
-
D.
Krauss-Maffei Wegmann
Krauss-Maffei Wegmann is a German defense company specializing in the design and production of armored vehicles and military land systems.
-
E.
MTU Aero Engines
MTU Aero Engines is a leading German aircraft engine manufacturer specializing in the development, production, and maintenance of military and commercial aero engines.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc71f767481908dfa9be209ea3c5a |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea88cf3308190bdb5aac38aded823 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea91ce164819091aa24b287f9fb8e |
completed | March 9, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea999b864819084134c670e7c5d9c |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:55 p.m.