Triple
T5443209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oceaneering International |
E122185
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Aerospace and Defense Technologies
Aerospace and Defense Technologies is a division of Oceaneering International that provides advanced engineering, manufacturing, and technology solutions for aerospace and defense applications.
|
E521456
|
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 and Defense Technologies | Statement: [Oceaneering International, hasDivision, Aerospace and Defense Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aerospace and Defense Technologies Context triple: [Oceaneering International, hasDivision, Aerospace and Defense Technologies]
-
A.
Aerospace & Defense
Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
-
B.
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.
-
C.
Aeronautics Systems
Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
-
D.
Aerospace Systems Company
Aerospace Systems Company is the aerospace division of Kawasaki Heavy Industries, responsible for developing and manufacturing aircraft, helicopters, and related aerospace technologies.
-
E.
Aerospace, Renewables and ICT
Aerospace, Renewables and ICT is a sector-focused investment division of Mubadala Investment Company that manages and develops global portfolios in aviation, clean energy, and information and communications technology.
- 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 and Defense Technologies Triple: [Oceaneering International, hasDivision, Aerospace and Defense Technologies]
Generated description
Aerospace and Defense Technologies is a division of Oceaneering International that provides advanced engineering, manufacturing, and technology solutions for aerospace and defense applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aerospace and Defense Technologies Target entity description: Aerospace and Defense Technologies is a division of Oceaneering International that provides advanced engineering, manufacturing, and technology solutions for aerospace and defense applications.
-
A.
Aerospace & Defense
Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
-
B.
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.
-
C.
Aeronautics Systems
Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
-
D.
Aerospace Systems Company
Aerospace Systems Company is the aerospace division of Kawasaki Heavy Industries, responsible for developing and manufacturing aircraft, helicopters, and related aerospace technologies.
-
E.
Aerospace, Renewables and ICT
Aerospace, Renewables and ICT is a sector-focused investment division of Mubadala Investment Company that manages and develops global portfolios in aviation, clean energy, and information and communications technology.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91cb5eec8190bdf2ef0bdea84a62 |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41302d588190afa5906d0e3dd891 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf42e2bbe08190be6616a9cab6f9a0 |
completed | March 22, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4343879881909b26e716d10fbad3 |
completed | March 22, 2026, 1:17 a.m. |
Created at: March 20, 2026, 2:07 p.m.