Triple

T4128660

Position	Surface form	Disambiguated ID	Type / Status
Subject	Focke-Wulf	`E84986`	entity
Predicate	collaboratedWith	`P435`	FINISHED
Object	Luftwaffe technical offices The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.	`E415974`	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: Luftwaffe technical offices | Statement: [Focke-Wulf, collaboratedWith, Luftwaffe technical offices]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Luftwaffe technical offices
Context triple: [Focke-Wulf, collaboratedWith, Luftwaffe technical offices]

A. Fliegerabteilung
Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
B. Reich Ministry of Defence
The Reich Ministry of Defence was the central governmental body responsible for overseeing and directing Germany’s armed forces during the Weimar Republic and early Nazi era.
C. German Army Weapons Office
The German Army Weapons Office was a Nazi-era military authority responsible for overseeing the research, development, and procurement of army weapons and advanced technologies, including early rocket programs.
D. Reichswehr air units
The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
E. Reich Air Ministry
The Reich Air Ministry was the central government department of Nazi Germany responsible for overseeing the Luftwaffe and all aspects of aviation policy, production, and operations.
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: Luftwaffe technical offices
Triple: [Focke-Wulf, collaboratedWith, Luftwaffe technical offices]

Generated description

The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Luftwaffe technical offices
Target entity description: The Luftwaffe technical offices were the research, development, and procurement branches of Nazi Germany’s air force responsible for overseeing the design, testing, and approval of military aircraft and related technologies.

A. Fliegerabteilung
Fliegerabteilung were German World War I aviation units responsible primarily for aerial reconnaissance and artillery spotting on behalf of the Imperial German Army.
B. Reich Ministry of Defence
The Reich Ministry of Defence was the central governmental body responsible for overseeing and directing Germany’s armed forces during the Weimar Republic and early Nazi era.
C. German Army Weapons Office
The German Army Weapons Office was a Nazi-era military authority responsible for overseeing the research, development, and procurement of army weapons and advanced technologies, including early rocket programs.
D. Reichswehr air units
The Reichswehr air units were the small, tightly restricted aviation formations of Germany’s interwar Reichswehr, operating under severe limitations imposed by the Treaty of Versailles before the creation of the Luftwaffe.
E. Reich Air Ministry
The Reich Air Ministry was the central government department of Nazi Germany responsible for overseeing the Luftwaffe and all aspects of aviation policy, production, and operations.
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_69aed935ccd881909dc61f81bcdb7a78`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af021c5ca48190a829bab07dda55d0`	completed	March 9, 2026, 5:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576bc48f0819081ac3f921736854f`	completed	March 14, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69b5778a01e48190acb14d544cd53a63`	completed	March 14, 2026, 2:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69b577f2d46c8190a66b2b536088633c`	completed	March 14, 2026, 3 p.m.

Created at: March 9, 2026, 3:42 p.m.