Triple

T5599022
Position Surface form Disambiguated ID Type / Status
Subject Boeing MQ-25 Stingray E147068 entity
Predicate previousProgramName P25183 FINISHED
Object Carrier-Based Aerial-Refueling System
The Carrier-Based Aerial-Refueling System was a U.S. Navy program to develop an unmanned aircraft capable of refueling carrier-based fighters in flight, which ultimately evolved into the Boeing MQ-25 Stingray.
E147068 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: Carrier-Based Aerial-Refueling System | Statement: [Boeing MQ-25 Stingray, previousProgramName, Carrier-Based Aerial-Refueling System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carrier-Based Aerial-Refueling System
Context triple: [Boeing MQ-25 Stingray, previousProgramName, Carrier-Based Aerial-Refueling System]
  • A. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • B. Advanced Air Vehicles Program
    The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
  • C. 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.
  • D. Boeing KC-46 Pegasus
    The Boeing KC-46 Pegasus is a modern U.S. military aerial refueling and strategic transport aircraft developed from the Boeing 767 airliner.
  • E. Boeing MQ-25 Stingray
    The Boeing MQ-25 Stingray is a carrier-based unmanned aerial refueling aircraft developed for the U.S. Navy to extend the range and endurance of carrier air wings.
  • 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: Carrier-Based Aerial-Refueling System
Triple: [Boeing MQ-25 Stingray, previousProgramName, Carrier-Based Aerial-Refueling System]
Generated description
The Carrier-Based Aerial-Refueling System was a U.S. Navy program to develop an unmanned aircraft capable of refueling carrier-based fighters in flight, which ultimately evolved into the Boeing MQ-25 Stingray.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carrier-Based Aerial-Refueling System
Target entity description: The Carrier-Based Aerial-Refueling System was a U.S. Navy program to develop an unmanned aircraft capable of refueling carrier-based fighters in flight, which ultimately evolved into the Boeing MQ-25 Stingray.
  • A. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • B. Advanced Air Vehicles Program
    The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
  • C. 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.
  • D. Boeing KC-46 Pegasus
    The Boeing KC-46 Pegasus is a modern U.S. military aerial refueling and strategic transport aircraft developed from the Boeing 767 airliner.
  • E. Boeing MQ-25 Stingray chosen
    The Boeing MQ-25 Stingray is a carrier-based unmanned aerial refueling aircraft developed for the U.S. Navy to extend the range and endurance of carrier air wings.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousProgramName
Context triple: [Boeing MQ-25 Stingray, previousProgramName, Carrier-Based Aerial-Refueling System]
  • A. formerProgram
    Indicates that an entity previously held the role or status of a program but no longer does so.
  • B. currentProgram
    Indicates that an entity is the program or process that is presently active or being executed in a given context.
  • C. programmeName
    Indicates that an entity has or is identified by a specific programme’s name.
  • D. originProgram
    Indicates the program, initiative, or source project from which an entity, item, or record originally comes.
  • E. programPredecessor chosen
    Indicates that one program temporally or logically precedes another in a sequence or hierarchy of programs.
  • 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020d82870819087f9591b5a1021ce completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287139508190aa646918228cfdc0 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0350eb53081909dc573fefa3e7f0a completed March 22, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c036ee4e1c8190b9e60655d72407ff completed March 22, 2026, 6:37 p.m.
PD Predicate disambiguation batch_69c01b1890ec8190b9e6fa488792e4d4 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:38 p.m.