Triple

T5430178
Position Surface form Disambiguated ID Type / Status
Subject Joint Unmanned Combat Air Systems E121465 entity
Predicate successor P78 FINISHED
Object Navy Unmanned Combat Air System Demonstration
Navy Unmanned Combat Air System Demonstration was a U.S. Navy program to develop and test carrier-capable unmanned combat air vehicles, paving the way for future operational unmanned strike and surveillance aircraft.
E519585 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: Navy Unmanned Combat Air System Demonstration | Statement: [Joint Unmanned Combat Air Systems, successor, Navy Unmanned Combat Air System Demonstration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Navy Unmanned Combat Air System Demonstration
Context triple: [Joint Unmanned Combat Air Systems, successor, Navy Unmanned Combat Air System Demonstration]
  • A. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • B. nEUROn UCAV demonstrator
    The nEUROn UCAV demonstrator is a European stealth unmanned combat air vehicle prototype developed collaboratively to test advanced technologies for future combat aircraft.
  • C. 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.
  • D. USAF flight test program
    The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
  • E. NOAA Uncrewed Systems Research Program
    The NOAA Uncrewed Systems Research Program is a federal research initiative that develops and applies uncrewed technologies such as drones and autonomous vehicles to enhance environmental monitoring and data collection for oceanic and atmospheric science.
  • 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: Navy Unmanned Combat Air System Demonstration
Triple: [Joint Unmanned Combat Air Systems, successor, Navy Unmanned Combat Air System Demonstration]
Generated description
Navy Unmanned Combat Air System Demonstration was a U.S. Navy program to develop and test carrier-capable unmanned combat air vehicles, paving the way for future operational unmanned strike and surveillance aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Navy Unmanned Combat Air System Demonstration
Target entity description: Navy Unmanned Combat Air System Demonstration was a U.S. Navy program to develop and test carrier-capable unmanned combat air vehicles, paving the way for future operational unmanned strike and surveillance aircraft.
  • A. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • B. nEUROn UCAV demonstrator
    The nEUROn UCAV demonstrator is a European stealth unmanned combat air vehicle prototype developed collaboratively to test advanced technologies for future combat aircraft.
  • C. 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.
  • D. USAF flight test program
    The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
  • E. NOAA Uncrewed Systems Research Program
    The NOAA Uncrewed Systems Research Program is a federal research initiative that develops and applies uncrewed technologies such as drones and autonomous vehicles to enhance environmental monitoring and data collection for oceanic and atmospheric science.
  • 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd883e5e10819091e159dfd245e94d completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ac6285081909afa6e91a023f6d5 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c43ffe88190b8d2a10ea8a9a455 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3ce7d6388190a9cd22f76f4420e0 completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:06 p.m.