Triple

T3237698
Position Surface form Disambiguated ID Type / Status
Subject QatarEnergy E67893 entity
Predicate subsidiary P258 FINISHED
Object Qatar Chemical Company
Qatar Chemical Company is a petrochemical producer in Qatar that operates major facilities for manufacturing chemicals such as polyethylene and other derivatives, as part of the country’s energy and industrial sector.
 E340395 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: Qatar Chemical Company | Statement: [QatarEnergy, subsidiary, Qatar Chemical Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qatar Chemical Company
Context triple: [QatarEnergy, subsidiary, Qatar Chemical Company]
  • A. QatarEnergy
    QatarEnergy is Qatar's state-owned oil and gas company, responsible for managing the country's vast hydrocarbon resources and energy projects worldwide.
  • B. 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.
  • C. 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.
  • D. Egyptian Petrochemicals Holding Company
    The Egyptian Petrochemicals Holding Company is a state-owned enterprise that develops, manages, and invests in Egypt’s petrochemical industry and related projects.
  • E. ADNOC Gas
    ADNOC Gas is a major natural gas processing and distribution company based in the United Arab Emirates, operating as a key subsidiary of the state-owned Abu Dhabi National Oil Company.
  • 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: Qatar Chemical Company
Triple: [QatarEnergy, subsidiary, Qatar Chemical Company]
Generated description
Qatar Chemical Company is a petrochemical producer in Qatar that operates major facilities for manufacturing chemicals such as polyethylene and other derivatives, as part of the country’s energy and industrial sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qatar Chemical Company
Target entity description: Qatar Chemical Company is a petrochemical producer in Qatar that operates major facilities for manufacturing chemicals such as polyethylene and other derivatives, as part of the country’s energy and industrial sector.
  • A. QatarEnergy
    QatarEnergy is Qatar's state-owned oil and gas company, responsible for managing the country's vast hydrocarbon resources and energy projects worldwide.
  • B. 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.
  • C. 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.
  • D. Egyptian Petrochemicals Holding Company
    The Egyptian Petrochemicals Holding Company is a state-owned enterprise that develops, manages, and invests in Egypt’s petrochemical industry and related projects.
  • E. ADNOC Gas
    ADNOC Gas is a major natural gas processing and distribution company based in the United Arab Emirates, operating as a key subsidiary of the state-owned Abu Dhabi National Oil Company.
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef29bf48190a9aa3a39f0138428 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2774a97c481908be820bc5ddf786d completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2780e41e0819080ddb26668f32838 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27bd238a48190b9d13ee8a8bc955d completed March 12, 2026, 8:39 a.m.
Created at: March 8, 2026, 3:08 p.m.