Triple

T1956512
Position Surface form Disambiguated ID Type / Status
Subject Saudi Aramco E42281 entity
Predicate hasSubsidiary P254 FINISHED
Object Saudi Aramco Energy Ventures
Saudi Aramco Energy Ventures is the corporate venture capital arm of Saudi Aramco that invests in innovative energy and technology companies worldwide.
 E42281 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: Saudi Aramco Energy Ventures | Statement: [Saudi Aramco, hasSubsidiary, Saudi Aramco Energy Ventures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saudi Aramco Energy Ventures
Context triple: [Saudi Aramco, hasSubsidiary, Saudi Aramco Energy Ventures]
  • A. Saudi Aramco
    Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
  • B. Abu Dhabi National Oil Company
    Abu Dhabi National Oil Company is the state-owned oil and gas company of the Emirate of Abu Dhabi and one of the world’s leading energy producers.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Ganoub El Wadi Petroleum Holding Company
    Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
  • E. QatarEnergy
    QatarEnergy is Qatar's state-owned oil and gas company, responsible for managing the country's vast hydrocarbon resources and energy projects 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: Saudi Aramco Energy Ventures
Triple: [Saudi Aramco, hasSubsidiary, Saudi Aramco Energy Ventures]
Generated description
Saudi Aramco Energy Ventures is the corporate venture capital arm of Saudi Aramco that invests in innovative energy and technology companies worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saudi Aramco Energy Ventures
Target entity description: Saudi Aramco Energy Ventures is the corporate venture capital arm of Saudi Aramco that invests in innovative energy and technology companies worldwide.
  • A. Saudi Aramco chosen
    Saudi Aramco is the world’s largest integrated oil and gas company, known for its vast crude oil reserves, massive production capacity, and central role in the global energy market.
  • B. Abu Dhabi National Oil Company
    Abu Dhabi National Oil Company is the state-owned oil and gas company of the Emirate of Abu Dhabi and one of the world’s leading energy producers.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Ganoub El Wadi Petroleum Holding Company
    Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
  • E. QatarEnergy
    QatarEnergy is Qatar's state-owned oil and gas company, responsible for managing the country's vast hydrocarbon resources and energy projects worldwide.
  • F. None of above.

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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37b4a38819099f98be92be91ade completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbca5a7081908f3fa8eaa8f5aa3d completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.