Triple

T22460296
Position Surface form Disambiguated ID Type / Status
Subject Total E555210 entity
Predicate hasSubsidiary P254 FINISHED
Object Total Marketing & Services
Total Marketing & Services is a business segment of the French energy company TotalEnergies that focuses on the global marketing, distribution, and trading of petroleum products and related services.
E1538145 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 Marketing & Services | Statement: [Total, hasSubsidiary, Total Marketing & Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Total Marketing & Services
Context triple: [Total, hasSubsidiary, Total Marketing & Services]
  • A. TARGET Services
    TARGET Services is a component of the Eurosystem’s TARGET infrastructure that provides core financial market services such as real-time gross settlement, securities settlement, and collateral management for euro-denominated transactions.
  • B. Marketing and Regulatory Programs Business Services
    Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • C. Division of Marketing Services
    The Division of Marketing Services is a branch of California’s state agriculture department that supports and regulates the marketing, distribution, and economic development of the state’s agricultural products.
  • D. Service & Systems
    Service & Systems is a Dutch Design Awards category that recognizes innovative design solutions in services, infrastructures, and systemic processes that improve user experiences and societal systems.
  • E. Transportation and Marketing Program
    The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
  • 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 Marketing & Services
Triple: [Total, hasSubsidiary, Total Marketing & Services]
Generated description
Total Marketing & Services is a business segment of the French energy company TotalEnergies that focuses on the global marketing, distribution, and trading of petroleum products and related services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Total Marketing & Services
Target entity description: Total Marketing & Services is a business segment of the French energy company TotalEnergies that focuses on the global marketing, distribution, and trading of petroleum products and related services.
  • A. TARGET Services
    TARGET Services is a component of the Eurosystem’s TARGET infrastructure that provides core financial market services such as real-time gross settlement, securities settlement, and collateral management for euro-denominated transactions.
  • B. Marketing and Regulatory Programs Business Services
    Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • C. Division of Marketing Services
    The Division of Marketing Services is a branch of California’s state agriculture department that supports and regulates the marketing, distribution, and economic development of the state’s agricultural products.
  • D. Service & Systems
    Service & Systems is a Dutch Design Awards category that recognizes innovative design solutions in services, infrastructures, and systemic processes that improve user experiences and societal systems.
  • E. Transportation and Marketing Program
    The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
  • 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.