Triple

T20739413
Position Surface form Disambiguated ID Type / Status
Subject Hawker Tornado E509796 entity
Predicate developedFromRequirement P39339 FINISHED
Object Air Ministry Specification F.18/37
Air Ministry Specification F.18/37 was a British pre–Second World War Air Ministry requirement calling for a new high-performance fighter aircraft design.
 E1448139 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: Air Ministry Specification F.18/37 | Statement: [Hawker Tornado, developedFromRequirement, Air Ministry Specification F.18/37]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Ministry Specification F.18/37
Context triple: [Hawker Tornado, developedFromRequirement, Air Ministry Specification F.18/37]
  • A. 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.
  • B. Air Ministry Specification B.9/32
    Air Ministry Specification B.9/32 was a British government requirement issued in the early 1930s for a new twin‑engined medium bomber, which led to the development of aircraft such as the Handley Page Hampden.
  • C. Air Ministry Specification B.3/34
    Air Ministry Specification B.3/34 was a British pre–Second World War Air Ministry requirement that called for the development of a new twin‑engine heavy night bomber, ultimately leading to the Armstrong Whitworth Whitley.
  • D. Royal Aircraft Factory S.B.5
    The Royal Aircraft Factory S.B.5 was an experimental British research aircraft built in the 1950s to investigate swept-wing and tailplane configurations that informed later high-speed fighter designs.
  • E. Vickers Type 271 design studies
    Vickers Type 271 design studies were early British aircraft design concepts by Vickers that formed the basis for the development of the Wellington Mk I bomber.
  • 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 F.18/37
Triple: [Hawker Tornado, developedFromRequirement, Air Ministry Specification F.18/37]
Generated description
Air Ministry Specification F.18/37 was a British pre–Second World War Air Ministry requirement calling for a new high-performance fighter aircraft design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Ministry Specification F.18/37
Target entity description: Air Ministry Specification F.18/37 was a British pre–Second World War Air Ministry requirement calling for a new high-performance fighter aircraft design.
  • A. 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.
  • B. Air Ministry Specification B.9/32
    Air Ministry Specification B.9/32 was a British government requirement issued in the early 1930s for a new twin‑engined medium bomber, which led to the development of aircraft such as the Handley Page Hampden.
  • C. Air Ministry Specification B.3/34
    Air Ministry Specification B.3/34 was a British pre–Second World War Air Ministry requirement that called for the development of a new twin‑engine heavy night bomber, ultimately leading to the Armstrong Whitworth Whitley.
  • D. Royal Aircraft Factory S.B.5
    The Royal Aircraft Factory S.B.5 was an experimental British research aircraft built in the 1950s to investigate swept-wing and tailplane configurations that informed later high-speed fighter designs.
  • E. Vickers Type 271 design studies
    Vickers Type 271 design studies were early British aircraft design concepts by Vickers that formed the basis for the development of the Wellington Mk I bomber.
  • 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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20d9d4c8190a2fd87f8a33c313d completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e83a28548190b87010bfde6626eb completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8df60c88190803590abd75b3e43 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e95f05088190b5934f067c5dd7b7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:32 p.m.