Triple

T22460297
Position Surface form Disambiguated ID Type / Status
Subject Total E555210 entity
Predicate hasSubsidiary P254 FINISHED
Object Total Exploration & Production
Total Exploration & Production is the upstream oil and gas division of Total (now TotalEnergies), responsible for exploring, developing, and producing hydrocarbon resources worldwide.
 E1538146 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: Total Exploration & Production | Statement: [Total, hasSubsidiary, Total Exploration & Production]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Total Exploration & Production
Context triple: [Total, hasSubsidiary, Total 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. Joint Petroleum Development Area
    The Joint Petroleum Development Area is a maritime zone in the Timor Sea jointly administered by Timor-Leste and Australia for the exploration and exploitation of offshore oil and gas resources.
  • D. Drilling and Evaluation
    Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
  • E. 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.
  • 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: Total Exploration & Production
Triple: [Total, hasSubsidiary, Total Exploration & Production]
Generated description
Total Exploration & Production is the upstream oil and gas division of Total (now TotalEnergies), responsible for exploring, developing, and producing hydrocarbon resources worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Total Exploration & Production
Target entity description: Total Exploration & Production is the upstream oil and gas division of Total (now TotalEnergies), responsible for exploring, developing, and producing hydrocarbon resources worldwide.
  • 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. Joint Petroleum Development Area
    The Joint Petroleum Development Area is a maritime zone in the Timor Sea jointly administered by Timor-Leste and Australia for the exploration and exploitation of offshore oil and gas resources.
  • D. Drilling and Evaluation
    Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
  • E. 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.
  • 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.