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.