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.