Triple

T2108720
Position Surface form Disambiguated ID Type / Status
Subject Brega E42453 entity
Predicate associatedWithCompany P629 FINISHED
Object National Oil Corporation of Libya
The National Oil Corporation of Libya is the state-owned oil company responsible for managing and overseeing Libya’s petroleum exploration, production, and export activities.
 E234540 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: National Oil Corporation of Libya | Statement: [Brega, associatedWithCompany, National Oil Corporation of Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Oil Corporation of Libya
Context triple: [Brega, associatedWithCompany, National Oil Corporation of Libya]
  • A. 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.
  • B. General National Maritime Transport Company of Libya
    The General National Maritime Transport Company of Libya is Libya’s state-owned shipping enterprise responsible for managing and operating the country’s commercial maritime fleet and related transport services.
  • C. Egyptian General Petroleum Corporation
    The Egyptian General Petroleum Corporation is Egypt’s state-owned oil and gas company responsible for managing the country’s hydrocarbon resources, exploration, production, and related downstream activities.
  • D. 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.
  • E. Egyptian Natural Gas Holding Company
    The Egyptian Natural Gas Holding Company is Egypt’s state-owned enterprise responsible for managing, developing, and overseeing the country’s natural gas resources and industry.
  • 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: National Oil Corporation of Libya
Triple: [Brega, associatedWithCompany, National Oil Corporation of Libya]
Generated description
The National Oil Corporation of Libya is the state-owned oil company responsible for managing and overseeing Libya’s petroleum exploration, production, and export activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Oil Corporation of Libya
Target entity description: The National Oil Corporation of Libya is the state-owned oil company responsible for managing and overseeing Libya’s petroleum exploration, production, and export activities.
  • A. 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.
  • B. General National Maritime Transport Company of Libya
    The General National Maritime Transport Company of Libya is Libya’s state-owned shipping enterprise responsible for managing and operating the country’s commercial maritime fleet and related transport services.
  • C. Egyptian General Petroleum Corporation
    The Egyptian General Petroleum Corporation is Egypt’s state-owned oil and gas company responsible for managing the country’s hydrocarbon resources, exploration, production, and related downstream activities.
  • D. 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.
  • E. Egyptian Natural Gas Holding Company
    The Egyptian Natural Gas Holding Company is Egypt’s state-owned enterprise responsible for managing, developing, and overseeing the country’s natural gas resources and industry.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbae03f308190841f5a419bb821f6 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae306ff3a481909ce3c34edb3ab0e2 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae3112c4648190952ad02ef8037b36 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae3199909881909ffca021098c98ea completed March 9, 2026, 2:34 a.m.
Created at: March 4, 2026, 7:43 p.m.