Triple
T12783397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transocean |
E305562
|
entity |
| Predicate | hasCompetitor |
P1375
|
FINISHED |
| Object |
Seadrill
Seadrill is an offshore drilling contractor that owns and operates a fleet of drilling rigs used for oil and gas exploration and production worldwide.
|
E1007334
|
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: Seadrill | Statement: [Transocean, hasCompetitor, Seadrill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seadrill Context triple: [Transocean, hasCompetitor, Seadrill]
-
A.
Transocean
Transocean is a major offshore drilling contractor that owned and operated the Deepwater Horizon rig involved in the 2010 Gulf of Mexico oil spill.
-
B.
Oceaneering International
Oceaneering International is a global engineering and technology company best known for its work in offshore energy services and advanced ride systems for major theme parks.
-
C.
ADNOC Drilling
ADNOC Drilling is a major UAE-based drilling and well services company that supports oil and gas exploration and production, primarily for Abu Dhabi’s energy sector.
-
D.
Wood Group
Wood Group is a global engineering and consulting company serving the energy and industrial sectors with project, operations, and environmental services.
-
E.
Halliburton
Halliburton is a major American multinational corporation that provides products and services to the oil and gas industry worldwide.
- 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: Seadrill Triple: [Transocean, hasCompetitor, Seadrill]
Generated description
Seadrill is an offshore drilling contractor that owns and operates a fleet of drilling rigs used for oil and gas exploration and production worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seadrill Target entity description: Seadrill is an offshore drilling contractor that owns and operates a fleet of drilling rigs used for oil and gas exploration and production worldwide.
-
A.
Transocean
Transocean is a major offshore drilling contractor that owned and operated the Deepwater Horizon rig involved in the 2010 Gulf of Mexico oil spill.
-
B.
Oceaneering International
Oceaneering International is a global engineering and technology company best known for its work in offshore energy services and advanced ride systems for major theme parks.
-
C.
ADNOC Drilling
ADNOC Drilling is a major UAE-based drilling and well services company that supports oil and gas exploration and production, primarily for Abu Dhabi’s energy sector.
-
D.
Wood Group
Wood Group is a global engineering and consulting company serving the energy and industrial sectors with project, operations, and environmental services.
-
E.
Halliburton
Halliburton is a major American multinational corporation that provides products and services to the oil and gas industry worldwide.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5b52048190b279b7ad066efe9f |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b925b3c81909f5e604c0f457645 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c46a6208190a113aefbce1bbaac |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69cead6d881909765424b5391a613 |
completed | May 3, 2026, 12:55 a.m. |
Created at: April 9, 2026, 5:29 p.m.