Triple

T2803167
Position Surface form Disambiguated ID Type / Status
Subject Short Stirling E53991 entity
Predicate designedToSpecification P5374 FINISHED
Object Air Ministry Specification B.12/36
Air Ministry Specification B.12/36 was a British pre–Second World War requirement issued by the Air Ministry for the development of a new heavy bomber aircraft.
E300457 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: Air Ministry Specification B.12/36 | Statement: [Short Stirling, designedToSpecification, Air Ministry Specification B.12/36]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Ministry Specification B.12/36
Context triple: [Short Stirling, designedToSpecification, Air Ministry Specification B.12/36]
  • A. Supermarine S.5
    The Supermarine S.5 was a British racing seaplane of the 1920s, designed by R.J. Mitchell for the Schneider Trophy and serving as an important precursor to the famous Spitfire fighter.
  • B. Supermarine S.4
    The Supermarine S.4 was a pioneering 1920s British racing seaplane designed by R.J. Mitchell that helped lay the technological groundwork for later aircraft like the Supermarine Spitfire.
  • C. Fairey Battle
    The Fairey Battle was a British single-engine light bomber used by the Royal Air Force in the early years of World War II, noted for its heavy losses in combat due to inadequate performance against modern fighters.
  • D. Supermarine S.6
    The Supermarine S.6 was a British racing seaplane developed in the late 1920s that set speed records and directly influenced the design of the iconic Supermarine Spitfire fighter.
  • E. Supermarine Spiteful
    The Supermarine Spiteful was a late-World War II British fighter aircraft developed as an advanced, high-performance evolution of the Spitfire with a new laminar-flow wing and improved speed.
  • 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: Air Ministry Specification B.12/36
Triple: [Short Stirling, designedToSpecification, Air Ministry Specification B.12/36]
Generated description
Air Ministry Specification B.12/36 was a British pre–Second World War requirement issued by the Air Ministry for the development of a new heavy bomber aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Ministry Specification B.12/36
Target entity description: Air Ministry Specification B.12/36 was a British pre–Second World War requirement issued by the Air Ministry for the development of a new heavy bomber aircraft.
  • A. Supermarine S.5
    The Supermarine S.5 was a British racing seaplane of the 1920s, designed by R.J. Mitchell for the Schneider Trophy and serving as an important precursor to the famous Spitfire fighter.
  • B. Supermarine S.4
    The Supermarine S.4 was a pioneering 1920s British racing seaplane designed by R.J. Mitchell that helped lay the technological groundwork for later aircraft like the Supermarine Spitfire.
  • C. Fairey Battle
    The Fairey Battle was a British single-engine light bomber used by the Royal Air Force in the early years of World War II, noted for its heavy losses in combat due to inadequate performance against modern fighters.
  • D. Supermarine S.6
    The Supermarine S.6 was a British racing seaplane developed in the late 1920s that set speed records and directly influenced the design of the iconic Supermarine Spitfire fighter.
  • E. Supermarine Spiteful
    The Supermarine Spiteful was a late-World War II British fighter aircraft developed as an advanced, high-performance evolution of the Spitfire with a new laminar-flow wing and improved speed.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: designedToSpecification
Context triple: [Short Stirling, designedToSpecification, Air Ministry Specification B.12/36]
  • A. hasSpecification chosen
    Indicates that an entity is associated with a particular specification that defines or constrains its properties, behavior, or requirements.
  • B. isDesignedAs
    Indicates that something has been intentionally created or configured to serve as or function in the role of something else.
  • C. designSpecifiedBy
    Indicates that the design or specification of one entity is defined, authored, or determined by another entity.
  • D. isDesignedFor
    Indicates that one entity has been created, planned, or optimized specifically to serve the needs, purposes, or use of another entity.
  • E. designedWith
    Indicates that one entity was created, planned, or developed using another entity as a tool, method, or guiding basis in its design process.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2ec2ac8190bd702ad3eafb6aed completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc671964c81908cff1cfbd70c3786 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afcb9f73588190852ec35db9d9a7fd completed March 10, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69afcc0ddc188190a0d79974701556dd completed March 10, 2026, 7:45 a.m.
PD Predicate disambiguation batch_69abdd059f308190853191f6ffe2bc6f completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 9:59 p.m.