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.