Triple
T5443214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oceaneering International |
E122185
|
entity |
| Predicate | foundedAs |
P364
|
FINISHED |
| Object |
World Wide Divers, Inc.
World Wide Divers, Inc. was a commercial diving and subsea services company that became the predecessor to the global engineering and underwater technology firm Oceaneering International.
|
E521458
|
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: World Wide Divers, Inc. | Statement: [Oceaneering International, foundedAs, World Wide Divers, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Wide Divers, Inc. Context triple: [Oceaneering International, foundedAs, World Wide Divers, Inc.]
-
A.
Comsubin Divers Group
The Comsubin Divers Group is an elite Italian Navy special operations diving unit specializing in underwater warfare, explosive ordnance disposal, and maritime special operations.
-
B.
Northern Diving Group
Northern Diving Group is a specialist Royal Navy unit responsible for military diving, explosive ordnance disposal, and underwater engineering operations in northern UK waters.
-
C.
Atlantic Marine
Atlantic Marine is a shipbuilding company known for constructing specialized research and commercial vessels.
-
D.
Deep Sea World
Deep Sea World is a popular Scottish aquarium and marine wildlife attraction located near the Forth Bridge in North Queensferry.
-
E.
UnderWater World
UnderWater World was the original name of what is now known as Aquarium of the Bay, a public aquarium located on San Francisco’s Pier 39.
- 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: World Wide Divers, Inc. Triple: [Oceaneering International, foundedAs, World Wide Divers, Inc.]
Generated description
World Wide Divers, Inc. was a commercial diving and subsea services company that became the predecessor to the global engineering and underwater technology firm Oceaneering International.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Wide Divers, Inc. Target entity description: World Wide Divers, Inc. was a commercial diving and subsea services company that became the predecessor to the global engineering and underwater technology firm Oceaneering International.
-
A.
Comsubin Divers Group
The Comsubin Divers Group is an elite Italian Navy special operations diving unit specializing in underwater warfare, explosive ordnance disposal, and maritime special operations.
-
B.
Northern Diving Group
Northern Diving Group is a specialist Royal Navy unit responsible for military diving, explosive ordnance disposal, and underwater engineering operations in northern UK waters.
-
C.
Atlantic Marine
Atlantic Marine is a shipbuilding company known for constructing specialized research and commercial vessels.
-
D.
Deep Sea World
Deep Sea World is a popular Scottish aquarium and marine wildlife attraction located near the Forth Bridge in North Queensferry.
-
E.
UnderWater World
UnderWater World was the original name of what is now known as Aquarium of the Bay, a public aquarium located on San Francisco’s Pier 39.
- 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.