Triple

T722748
Position Surface form Disambiguated ID Type / Status
Subject Westwall E14653 entity
Predicate builtBy P972 FINISHED
Object German Army engineers
German Army engineers were specialized military units of Nazi Germany responsible for constructing fortifications, infrastructure, and defensive works, including major projects such as the Westwall (Siegfried Line).
E88347 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: German Army engineers | Statement: [Westwall, builtBy, German Army engineers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Army engineers
Context triple: [Westwall, builtBy, German Army engineers]
  • A. Allied military engineers
    Allied military engineers were specialized engineering units from the World War II Allied forces responsible for constructing, repairing, and maintaining critical military infrastructure such as roads, bridges, and supply routes in combat zones.
  • B. German Army
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • C. German General Staff
    The German General Staff was the central planning and command organization of the German Army, renowned for its highly professional, systematic approach to military strategy and operations from the 19th century through World War II.
  • D. Organisation Todt
    Organisation Todt was a Nazi-era civil and military engineering group responsible for constructing large-scale infrastructure and fortifications across Germany and occupied Europe.
  • E. Wehrmacht
    The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
  • 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: German Army engineers
Triple: [Westwall, builtBy, German Army engineers]
Generated description
German Army engineers were specialized military units of Nazi Germany responsible for constructing fortifications, infrastructure, and defensive works, including major projects such as the Westwall (Siegfried Line).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Army engineers
Target entity description: German Army engineers were specialized military units of Nazi Germany responsible for constructing fortifications, infrastructure, and defensive works, including major projects such as the Westwall (Siegfried Line).
  • A. Allied military engineers
    Allied military engineers were specialized engineering units from the World War II Allied forces responsible for constructing, repairing, and maintaining critical military infrastructure such as roads, bridges, and supply routes in combat zones.
  • B. German Army
    The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
  • C. German General Staff
    The German General Staff was the central planning and command organization of the German Army, renowned for its highly professional, systematic approach to military strategy and operations from the 19th century through World War II.
  • D. Organisation Todt
    Organisation Todt was a Nazi-era civil and military engineering group responsible for constructing large-scale infrastructure and fortifications across Germany and occupied Europe.
  • E. Wehrmacht
    The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
  • 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5a5360c8190b16e1e4f4206d0aa completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5a7e788190b5ad2505b68ca48d completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64e3c1eac8190a62e4b24b0715dc2 completed March 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69a64ec899ec8190b8d2916c5965fabc completed March 3, 2026, 3 a.m.
Created at: March 1, 2026, 7:37 p.m.