Triple
T22460316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total |
E555210
|
entity |
| Predicate | hasBusinessDivision |
P7588
|
FINISHED |
| Object |
Exploration & Production
Exploration & Production is Total's upstream business division responsible for discovering, developing, and producing oil and natural gas resources worldwide.
|
E1538148
|
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: Exploration & Production | Statement: [Total, hasBusinessDivision, Exploration & Production]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Exploration & Production Context triple: [Total, hasBusinessDivision, Exploration & Production]
-
A.
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.
-
B.
Division of Oil and Gas
The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
-
C.
Petroleum Division
The Petroleum Division is a key governmental body in Pakistan responsible for formulating and implementing policies related to the exploration, production, and regulation of oil and gas resources.
-
D.
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.
-
E.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of 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: Exploration & Production Triple: [Total, hasBusinessDivision, Exploration & Production]
Generated description
Exploration & Production is Total's upstream business division responsible for discovering, developing, and producing oil and natural gas resources worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Exploration & Production Target entity description: Exploration & Production is Total's upstream business division responsible for discovering, developing, and producing oil and natural gas resources worldwide.
-
A.
Division of Oil and Gas
The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
-
B.
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.
-
C.
Petroleum Division
The Petroleum Division is a key governmental body in Pakistan responsible for formulating and implementing policies related to the exploration, production, and regulation of oil and gas resources.
-
D.
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.
-
E.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b7eb5688190bd5e41d4d8189668 |
completed | April 29, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c8433348190894a06439b3461ed |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0f24bb9c81909d2e5b08ff081ad0 |
completed | May 18, 2026, 1:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b100675688190b493cc73e0d778fc |
completed | May 18, 2026, 1:11 p.m. |
Created at: April 16, 2026, 8:48 p.m.