Triple
T1828545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Krauss-Maffei Wegmann |
E40709
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Krauss-Maffei
Krauss-Maffei was a German engineering company best known for manufacturing locomotives, armored vehicles, and other heavy machinery.
|
E40709
|
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: Krauss-Maffei | Statement: [Krauss-Maffei Wegmann, formedByMergerOf, Krauss-Maffei]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Krauss-Maffei Context triple: [Krauss-Maffei Wegmann, formedByMergerOf, Krauss-Maffei]
-
A.
Krauss-Maffei Wegmann
Krauss-Maffei Wegmann is a German defense company specializing in the design and production of armored vehicles and military land systems.
-
B.
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.
-
C.
Rheinmetall
Rheinmetall is a major German defense and automotive company best known for producing advanced military technologies, including the main armament and systems for modern battle tanks.
-
D.
Dornier Flugzeugwerke
Dornier Flugzeugwerke was a German aircraft manufacturer best known for producing military aircraft for the Luftwaffe before and during World War II.
-
E.
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.
- 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: Krauss-Maffei Triple: [Krauss-Maffei Wegmann, formedByMergerOf, Krauss-Maffei]
Generated description
Krauss-Maffei was a German engineering company best known for manufacturing locomotives, armored vehicles, and other heavy machinery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Krauss-Maffei Target entity description: Krauss-Maffei was a German engineering company best known for manufacturing locomotives, armored vehicles, and other heavy machinery.
-
A.
Krauss-Maffei Wegmann
chosen
Krauss-Maffei Wegmann is a German defense company specializing in the design and production of armored vehicles and military land systems.
-
B.
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.
-
C.
Rheinmetall
Rheinmetall is a major German defense and automotive company best known for producing advanced military technologies, including the main armament and systems for modern battle tanks.
-
D.
Dornier Flugzeugwerke
Dornier Flugzeugwerke was a German aircraft manufacturer best known for producing military aircraft for the Luftwaffe before and during World War II.
-
E.
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.
- F. None of above.
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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb01191208190a7eaf3036638ec40 |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9b24f448190a3aa5a85a9106d71 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcc55db8481909b5680230a61a4c1 |
completed | March 8, 2026, 7:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adccf2b56c8190bf2de8f8bcbb4837 |
completed | March 8, 2026, 7:24 p.m. |
Created at: March 4, 2026, 7:32 p.m.