Triple

T9691264
Position Surface form Disambiguated ID Type / Status
Subject National Oil Corporation of Libya E234540 entity
Predicate parentOrganizationOf P254 FINISHED
Object Arabian Gulf Oil Company
Arabian Gulf Oil Company is a major Libyan state-owned oil producer and operator responsible for significant exploration and production activities, particularly in the eastern region of the country.
 E826392 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: Arabian Gulf Oil Company | Statement: [National Oil Corporation of Libya, parentOrganizationOf, Arabian Gulf Oil Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arabian Gulf Oil Company
Context triple: [National Oil Corporation of Libya, parentOrganizationOf, Arabian Gulf Oil Company]
  • A. Iraq Petroleum Company
    The Iraq Petroleum Company was a major British-dominated oil consortium that controlled much of the early oil exploration and production in Iraq and the Middle East during the 20th century.
  • B. Kuwait Oil Company
    Kuwait Oil Company is a major state-owned petroleum company in Kuwait responsible for the exploration, drilling, and production of the country’s oil and gas resources.
  • C. 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.
  • 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. Aramco Trading Company
    Aramco Trading Company is the global trading arm of Saudi Aramco, responsible for marketing and trading crude oil, refined products, and related energy commodities.
  • 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: Arabian Gulf Oil Company
Triple: [National Oil Corporation of Libya, parentOrganizationOf, Arabian Gulf Oil Company]
Generated description
Arabian Gulf Oil Company is a major Libyan state-owned oil producer and operator responsible for significant exploration and production activities, particularly in the eastern region of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arabian Gulf Oil Company
Target entity description: Arabian Gulf Oil Company is a major Libyan state-owned oil producer and operator responsible for significant exploration and production activities, particularly in the eastern region of the country.
  • A. Iraq Petroleum Company
    The Iraq Petroleum Company was a major British-dominated oil consortium that controlled much of the early oil exploration and production in Iraq and the Middle East during the 20th century.
  • B. Kuwait Oil Company
    Kuwait Oil Company is a major state-owned petroleum company in Kuwait responsible for the exploration, drilling, and production of the country’s oil and gas resources.
  • C. 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.
  • 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. Aramco Trading Company
    Aramco Trading Company is the global trading arm of Saudi Aramco, responsible for marketing and trading crude oil, refined products, and related energy commodities.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d0422e88190a234ba74eb0dad25 completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1e3f844008190b73215136dae6fcd completed April 5, 2026, 4:24 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:17 p.m.