Triple
T4322172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petrofac Training Cup |
E96542
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Petrofac Training, an energy industry services company
Petrofac Training is a specialist provider of training and competency services for the global energy industry, particularly in safety, emergency response, and operational skills.
|
E432284
|
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: Petrofac Training, an energy industry services company | Statement: [Petrofac Training Cup, namedAfter, Petrofac Training, an energy industry services company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Petrofac Training, an energy industry services company Context triple: [Petrofac Training Cup, namedAfter, Petrofac Training, an energy industry services company]
-
A.
Office of Petroleum Operations
The Office of Petroleum Operations was a division within the former U.S. Federal Energy Administration responsible for overseeing and managing federal policies and activities related to petroleum supply, distribution, and regulation.
-
B.
Petroleum Group
The Petroleum Group is a specialist division of the Geological Society of London focused on the study and professional exchange of knowledge related to petroleum geoscience and hydrocarbon exploration.
-
C.
Shell Petroleum Development Company
Shell Petroleum Development Company is a major oil exploration and production subsidiary of Shell operating in Nigeria, long associated with environmental and human rights controversies in the Niger Delta.
-
D.
Federal Ministry of Petroleum Resources
The Federal Ministry of Petroleum Resources is the Nigerian government ministry responsible for formulating and overseeing national policy and regulation for the country’s oil and gas sector.
-
E.
Division of Oil and Gas
The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
- 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: Petrofac Training, an energy industry services company Triple: [Petrofac Training Cup, namedAfter, Petrofac Training, an energy industry services company]
Generated description
Petrofac Training is a specialist provider of training and competency services for the global energy industry, particularly in safety, emergency response, and operational skills.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Petrofac Training, an energy industry services company Target entity description: Petrofac Training is a specialist provider of training and competency services for the global energy industry, particularly in safety, emergency response, and operational skills.
-
A.
Office of Petroleum Operations
The Office of Petroleum Operations was a division within the former U.S. Federal Energy Administration responsible for overseeing and managing federal policies and activities related to petroleum supply, distribution, and regulation.
-
B.
Petroleum Group
The Petroleum Group is a specialist division of the Geological Society of London focused on the study and professional exchange of knowledge related to petroleum geoscience and hydrocarbon exploration.
-
C.
Shell Petroleum Development Company
Shell Petroleum Development Company is a major oil exploration and production subsidiary of Shell operating in Nigeria, long associated with environmental and human rights controversies in the Niger Delta.
-
D.
Federal Ministry of Petroleum Resources
The Federal Ministry of Petroleum Resources is the Nigerian government ministry responsible for formulating and overseeing national policy and regulation for the country’s oil and gas sector.
-
E.
Division of Oil and Gas
The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3511608dc8190afe912aa605ecace |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09165a8819089fbb9b9ed4c82ff |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:12 p.m.