Triple
T8182681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinkel He 59 |
E191103
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Ernst Heinkel Flugzeugwerke
Ernst Heinkel Flugzeugwerke was a German aircraft manufacturing company best known for producing military aircraft for the Luftwaffe before and during World War II.
|
E720357
|
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: Ernst Heinkel Flugzeugwerke | Statement: [Heinkel He 59, designedBy, Ernst Heinkel Flugzeugwerke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernst Heinkel Flugzeugwerke Context triple: [Heinkel He 59, designedBy, Ernst Heinkel Flugzeugwerke]
-
A.
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.
-
B.
Albatros Flugzeugwerke
Albatros Flugzeugwerke was a German aircraft manufacturer best known for producing several important fighter planes for the German air service during World War I.
-
C.
Arado Flugzeugwerke
Arado Flugzeugwerke was a German aircraft manufacturer best known for producing military planes for the Luftwaffe during World War II, including pioneering jet-powered designs.
-
D.
Henschel & Sohn
Henschel & Sohn was a German engineering and manufacturing company best known for producing heavy military vehicles, including tanks, during World War II.
-
E.
Dornier Flugzeugwerke
Dornier Flugzeugwerke was a German aircraft manufacturer best known for producing military aircraft for the Luftwaffe before and during World War II.
- 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: Ernst Heinkel Flugzeugwerke Triple: [Heinkel He 59, designedBy, Ernst Heinkel Flugzeugwerke]
Generated description
Ernst Heinkel Flugzeugwerke was a German aircraft manufacturing company best known for producing military aircraft for the Luftwaffe before and during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ernst Heinkel Flugzeugwerke Target entity description: Ernst Heinkel Flugzeugwerke was a German aircraft manufacturing company best known for producing military aircraft for the Luftwaffe before and during World War II.
-
A.
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.
-
B.
Albatros Flugzeugwerke
Albatros Flugzeugwerke was a German aircraft manufacturer best known for producing several important fighter planes for the German air service during World War I.
-
C.
Arado Flugzeugwerke
Arado Flugzeugwerke was a German aircraft manufacturer best known for producing military planes for the Luftwaffe during World War II, including pioneering jet-powered designs.
-
D.
Henschel & Sohn
Henschel & Sohn was a German engineering and manufacturing company best known for producing heavy military vehicles, including tanks, during World War II.
-
E.
Dornier Flugzeugwerke
Dornier Flugzeugwerke was a German aircraft manufacturer best known for producing military aircraft for the Luftwaffe before and during World War II.
- 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c4db8748190aa785e0c70fac497 |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3489fd8c8190a919aff6e3b3df31 |
completed | April 1, 2026, 3:06 p.m. |
| NEDg | Description generation | batch_69cd36ef47e88190ae96ea2459552247 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e9d362481908283d58b03c7ef9b |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:40 p.m.