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.