Triple

T3291725
Position Surface form Disambiguated ID Type / Status
Subject Astute-class submarine E69115 entity
Predicate navalProgramme P44345 FINISHED
Object Astute programme
The Astute programme is the United Kingdom’s initiative to design, build, and deploy its latest generation of nuclear-powered attack submarines for the Royal Navy.
E345100 NE FINISHED

How this triple was built (5 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: Astute programme | Statement: [Astute-class submarine, navalProgramme, Astute programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Astute programme
Context triple: [Astute-class submarine, navalProgramme, Astute programme]
  • A. Outstanding Structured Reality Program
    Outstanding Structured Reality Program is a Primetime Emmy Award category that honors excellence in structured reality television series, such as competition or lifestyle-based shows with a consistent format.
  • B. Victory Program
    The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global conflict.
  • C. TOP Programme
    The TOP Programme is a strategic initiative overseen by a Chief Information Officer (CIO) aimed at driving large-scale transformation and optimization of an organization’s technology and operations.
  • D. ASCOD program
    The ASCOD program is a European collaborative armored vehicle development initiative that produced the Pizarro and Ulan infantry fighting vehicles for Spain and Austria.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • 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: Astute programme
Triple: [Astute-class submarine, navalProgramme, Astute programme]
Generated description
The Astute programme is the United Kingdom’s initiative to design, build, and deploy its latest generation of nuclear-powered attack submarines for the Royal Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Astute programme
Target entity description: The Astute programme is the United Kingdom’s initiative to design, build, and deploy its latest generation of nuclear-powered attack submarines for the Royal Navy.
  • A. Outstanding Structured Reality Program
    Outstanding Structured Reality Program is a Primetime Emmy Award category that honors excellence in structured reality television series, such as competition or lifestyle-based shows with a consistent format.
  • B. Victory Program
    The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global conflict.
  • C. TOP Programme
    The TOP Programme is a strategic initiative overseen by a Chief Information Officer (CIO) aimed at driving large-scale transformation and optimization of an organization’s technology and operations.
  • D. ASCOD program
    The ASCOD program is a European collaborative armored vehicle development initiative that produced the Pizarro and Ulan infantry fighting vehicles for Spain and Austria.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: navalProgramme
Context triple: [Astute-class submarine, navalProgramme, Astute programme]
  • A. navalPolicy
    Indicates the policies, strategies, or regulatory stance a state or authority adopts regarding the organization, deployment, and use of its naval forces.
  • B. navalFleet
    Indicates a relationship where multiple naval vessels are organized and operate together as a coordinated maritime military force.
  • C. navyProjectName chosen
    Indicates that an entity is associated with or identified by a specific navy-related project name.
  • D. navalFeatures
    Indicates that something possesses characteristics, components, or attributes specifically associated with naval or maritime contexts.
  • E. hasNavalComponent
    Indicates that something includes, involves, or is associated with a naval or maritime element as part of its composition or structure.
  • F. None of above.

Provenance (6 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8654e8481908f4a8efa219edc54 completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2ec67e79c8190b29970f856c7e5cf completed March 12, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_69b2ed1b17a88190ac06092ad012bd9b completed March 12, 2026, 4:43 p.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:10 p.m.