Triple

T2025832
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Luxembourg E44404 entity
Predicate component P35 FINISHED
Object Luxembourg Army land forces
The Luxembourg Army land forces are the small professional ground combat component of Luxembourg’s military, focused on defense, international peacekeeping, and cooperation with allied forces such as NATO.
E44404 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: Luxembourg Army land forces | Statement: [Armed Forces of Luxembourg, component, Luxembourg Army land forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luxembourg Army land forces
Context triple: [Armed Forces of Luxembourg, component, Luxembourg Army land forces]
  • A. Armed Forces of Luxembourg
    The Armed Forces of Luxembourg are the small, professional military of the Grand Duchy of Luxembourg, focused on defense, international peacekeeping, and cooperation within NATO and European security frameworks.
  • B. Belgian Land Component
    The Belgian Land Component is the army branch of Belgium’s armed forces, responsible for the country’s land-based military operations and ground defense.
  • C. NATO land forces
    NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
  • D. Belgian Armed Forces
    The Belgian Armed Forces are the unified military organization of the Kingdom of Belgium, responsible for national defense, international peacekeeping, and NATO commitments.
  • E. Eurocorps
    Eurocorps is a multinational, deployable army corps headquarters formed by several European nations to plan and command large-scale land operations, often in support of NATO and EU missions.
  • 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: Luxembourg Army land forces
Triple: [Armed Forces of Luxembourg, component, Luxembourg Army land forces]
Generated description
The Luxembourg Army land forces are the small professional ground combat component of Luxembourg’s military, focused on defense, international peacekeeping, and cooperation with allied forces such as NATO.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luxembourg Army land forces
Target entity description: The Luxembourg Army land forces are the small professional ground combat component of Luxembourg’s military, focused on defense, international peacekeeping, and cooperation with allied forces such as NATO.
  • A. Armed Forces of Luxembourg chosen
    The Armed Forces of Luxembourg are the small, professional military of the Grand Duchy of Luxembourg, focused on defense, international peacekeeping, and cooperation within NATO and European security frameworks.
  • B. Belgian Land Component
    The Belgian Land Component is the army branch of Belgium’s armed forces, responsible for the country’s land-based military operations and ground defense.
  • C. Benelux armed forces
    The Benelux armed forces are the combined military forces of Belgium, the Netherlands, and Luxembourg, which collaborate closely on defense, training, and security operations within the Benelux framework and NATO.
  • D. NATO land forces
    NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
  • E. Belgian Armed Forces
    The Belgian Armed Forces are the unified military organization of the Kingdom of Belgium, responsible for national defense, international peacekeeping, and NATO commitments.
  • F. None of above.

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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8f3faa08190a48ae1355d6e009f completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afc9e3c8190a045ef1c987c4141 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0d524a048190ac290b0a9939d2bf completed March 8, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69ae0dbf06008190b595de89f17c0104 completed March 9, 2026, 12:01 a.m.
Created at: March 4, 2026, 7:38 p.m.