Triple
T617394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockheed Martin |
E14436
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Aeronautics
Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
|
E77488
|
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: Aeronautics | Statement: [Lockheed Martin, hasDivision, Aeronautics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aeronautics Context triple: [Lockheed Martin, hasDivision, Aeronautics]
-
A.
Long-Range Aviation
Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
-
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.
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.
-
D.
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.
-
E.
Intro Aviation (historical)
Intro Aviation (historical) was a German aviation investment and holding company that owned and restructured several European airlines, including the predecessor of Corsair International.
- 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: Aeronautics Triple: [Lockheed Martin, hasDivision, Aeronautics]
Generated description
Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aeronautics Target entity description: Aeronautics is Lockheed Martin’s major business segment focused on designing, developing, and producing military and civilian aircraft and related aerospace technologies.
-
A.
Long-Range Aviation
Long-Range Aviation was the Soviet Air Forces’ strategic bomber arm responsible for long-distance nuclear and conventional strike missions.
-
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.
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.
-
D.
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.
-
E.
Intro Aviation (historical)
Intro Aviation (historical) was a German aviation investment and holding company that owned and restructured several European airlines, including the predecessor of Corsair International.
- 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_69a4934b17c881909ace8270e8ddd202 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e2418c881908552d2c4a5006e97 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a55a77b6648190a2d07471442b401a |
completed | March 2, 2026, 9:37 a.m. |
| NEDg | Description generation | batch_69a55b80320c8190a4e9eba92cd2839a |
completed | March 2, 2026, 9:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a55bcfce508190b58e0289775125f9 |
completed | March 2, 2026, 9:43 a.m. |
Created at: March 1, 2026, 7:35 p.m.