Triple

T7821156
Position Surface form Disambiguated ID Type / Status
Subject Gerald R. Ford-class aircraft carrier E181130 entity
Predicate hasFeature P182 FINISHED
Object Electromagnetic Aircraft Launch System
The Electromagnetic Aircraft Launch System (EMALS) is a modern, electrically powered catapult system designed to more efficiently and smoothly launch aircraft from the decks of next-generation aircraft carriers.
E695076 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: Electromagnetic Aircraft Launch System | Statement: [Gerald R. Ford-class aircraft carrier, hasFeature, Electromagnetic Aircraft Launch System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Electromagnetic Aircraft Launch System
Context triple: [Gerald R. Ford-class aircraft carrier, hasFeature, Electromagnetic Aircraft Launch System]
  • A. Rolls-Royce LiftSystem (F-35B integration)
    The Rolls-Royce LiftSystem is a shaft-driven lift fan and vectoring exhaust system that enables the F-35B Lightning II to perform short takeoff and vertical landing (STOVL) operations.
  • B. Vertical Launching System (planned)
    The planned Vertical Launching System was a proposed missile-launch module intended to house and fire interceptor missiles within the now-cancelled Aegis Ashore installation.
  • C. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • D. Stratolaunch carrier aircraft
    The Stratolaunch carrier aircraft is a massive twin-fuselage, six-engine aircraft designed to air-launch rockets into space, notable for having the largest wingspan of any airplane ever built.
  • E. HL-20 Personnel Launch System
    The HL-20 Personnel Launch System was a NASA-designed lifting-body spaceplane concept from the late 20th century intended to provide a reusable, crewed vehicle for low Earth orbit missions and runway landings.
  • 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: Electromagnetic Aircraft Launch System
Triple: [Gerald R. Ford-class aircraft carrier, hasFeature, Electromagnetic Aircraft Launch System]
Generated description
The Electromagnetic Aircraft Launch System (EMALS) is a modern, electrically powered catapult system designed to more efficiently and smoothly launch aircraft from the decks of next-generation aircraft carriers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Electromagnetic Aircraft Launch System
Target entity description: The Electromagnetic Aircraft Launch System (EMALS) is a modern, electrically powered catapult system designed to more efficiently and smoothly launch aircraft from the decks of next-generation aircraft carriers.
  • A. Rolls-Royce LiftSystem (F-35B integration)
    The Rolls-Royce LiftSystem is a shaft-driven lift fan and vectoring exhaust system that enables the F-35B Lightning II to perform short takeoff and vertical landing (STOVL) operations.
  • B. Vertical Launching System (planned)
    The planned Vertical Launching System was a proposed missile-launch module intended to house and fire interceptor missiles within the now-cancelled Aegis Ashore installation.
  • C. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • D. Stratolaunch carrier aircraft
    The Stratolaunch carrier aircraft is a massive twin-fuselage, six-engine aircraft designed to air-launch rockets into space, notable for having the largest wingspan of any airplane ever built.
  • E. HL-20 Personnel Launch System
    The HL-20 Personnel Launch System was a NASA-designed lifting-body spaceplane concept from the late 20th century intended to provide a reusable, crewed vehicle for low Earth orbit missions and runway landings.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa083fe88190a77efb7cfee4bd6f completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb149bae408190a931ecbc803b0850 completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a62569c81908709d814954f667e completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:41 p.m.