Triple
T1001354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BA |
E21609
|
entity |
| Predicate | industry |
P71
|
FINISHED |
| Object |
Aerospace & Defense
Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
|
E118832
|
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: Aerospace & Defense | Statement: [BA, industry, Aerospace & Defense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aerospace & Defense Context triple: [BA, industry, Aerospace & Defense]
-
A.
Space and Airborne Systems
Space and Airborne Systems is a Raytheon business unit specializing in advanced space, airborne, and radar technologies for defense and intelligence applications.
-
B.
Aerospace Division
The Aerospace Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing aerospace engineering research, technology, and professional practice.
-
C.
Aeronautics
Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
-
D.
Integrated Defense Systems
Integrated Defense Systems is a major Raytheon business unit specializing in advanced military and homeland security systems, including air and missile defense, radar, and command-and-control solutions.
-
E.
Aerospace America
Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
- 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: Aerospace & Defense Triple: [BA, industry, Aerospace & Defense]
Generated description
Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aerospace & Defense Target entity description: Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
-
A.
Space and Airborne Systems
Space and Airborne Systems is a Raytheon business unit specializing in advanced space, airborne, and radar technologies for defense and intelligence applications.
-
B.
Aerospace Division
The Aerospace Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing aerospace engineering research, technology, and professional practice.
-
C.
Aeronautics
Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
-
D.
Integrated Defense Systems
Integrated Defense Systems is a major Raytheon business unit specializing in advanced military and homeland security systems, including air and missile defense, radar, and command-and-control solutions.
-
E.
Aerospace America
Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4fcbc04819098d2125518f62ae7 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a1cb4f08190b1351aadd57c3bda |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2b0d1b348190b4a34bf1c9b43968 |
completed | March 7, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2bb03508819095f791903f048351 |
completed | March 7, 2026, 1:44 p.m. |
Created at: March 1, 2026, 7:41 p.m.