Triple
T224388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinkel He 111 |
E4283
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Heinkel
Heinkel was a German aircraft manufacturing company best known for producing military aircraft for Nazi Germany during World War II.
|
E28598
|
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: Heinkel | Statement: [Heinkel He 111, manufacturer, Heinkel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heinkel Context triple: [Heinkel He 111, manufacturer, Heinkel]
-
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.
Heinkel He 177
The Heinkel He 177 was a German long-range heavy bomber of World War II, notable for its troubled development, engine reliability issues, and limited operational success.
-
C.
Arado Ar 234
The Arado Ar 234 was a German World War II jet-powered bomber and reconnaissance aircraft, notable as the world’s first operational jet bomber.
-
D.
Dornier Do 17
The Dornier Do 17 was a German World War II twin‑engine light bomber, nicknamed the “Flying Pencil” for its slender fuselage and widely used by the Luftwaffe in the early war years.
-
E.
Junkers Ju 88
The Junkers Ju 88 was a highly versatile German World War II twin‑engine aircraft used extensively as a bomber, dive bomber, night fighter, and reconnaissance plane.
- 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: Heinkel Triple: [Heinkel He 111, manufacturer, Heinkel]
Generated description
Heinkel was a German aircraft manufacturing company best known for producing military aircraft for Nazi Germany during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heinkel Target entity description: Heinkel was a German aircraft manufacturing company best known for producing military aircraft for Nazi Germany 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.
Heinkel He 177
The Heinkel He 177 was a German long-range heavy bomber of World War II, notable for its troubled development, engine reliability issues, and limited operational success.
-
C.
Arado Ar 234
The Arado Ar 234 was a German World War II jet-powered bomber and reconnaissance aircraft, notable as the world’s first operational jet bomber.
-
D.
Dornier Do 17
The Dornier Do 17 was a German World War II twin‑engine light bomber, nicknamed the “Flying Pencil” for its slender fuselage and widely used by the Luftwaffe in the early war years.
-
E.
Junkers Ju 88
The Junkers Ju 88 was a highly versatile German World War II twin‑engine aircraft used extensively as a bomber, dive bomber, night fighter, and reconnaissance plane.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c8c0b8881908016161568c0cbfb |
completed | Feb. 28, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35277532c8190ab2815c63a564e33 |
completed | Feb. 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69a3547eeef88190923f3d7b46e11d7e |
completed | Feb. 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a354f267ac8190ace99e80f7c24d45 |
completed | Feb. 28, 2026, 8:49 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.