Triple

T5523499
Position Surface form Disambiguated ID Type / Status
Subject Jubail E144867 entity
Predicate hasCompanyFacility P65233 FINISHED
Object Sadara Chemical Company
Sadara Chemical Company is a major petrochemical joint venture between Saudi Aramco and Dow Chemical, operating one of the world’s largest integrated chemical complexes in Saudi Arabia.
 E534612 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: Sadara Chemical Company | Statement: [Jubail, hasCompanyFacility, Sadara Chemical Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sadara Chemical Company
Context triple: [Jubail, hasCompanyFacility, Sadara Chemical Company]
  • A. 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.
  • B. 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.
  • 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. Saudi Arabian Mining Company (Ma’aden)
    Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
  • E. SABIC
    SABIC is a major Saudi-based global petrochemicals and plastics manufacturer known as one of the world’s largest chemical companies.
  • 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: Sadara Chemical Company
Triple: [Jubail, hasCompanyFacility, Sadara Chemical Company]
Generated description
Sadara Chemical Company is a major petrochemical joint venture between Saudi Aramco and Dow Chemical, operating one of the world’s largest integrated chemical complexes in Saudi Arabia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sadara Chemical Company
Target entity description: Sadara Chemical Company is a major petrochemical joint venture between Saudi Aramco and Dow Chemical, operating one of the world’s largest integrated chemical complexes in Saudi Arabia.
  • A. 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.
  • B. 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.
  • 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. Saudi Arabian Mining Company (Ma’aden)
    Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
  • E. SABIC
    SABIC is a major Saudi-based global petrochemicals and plastics manufacturer known as one of the world’s largest chemical companies.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c021d76e4081908570dc34217c66fe completed March 22, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04cd0e748819088b11623f25b18ab completed March 22, 2026, 8:10 p.m.
NEDg Description generation batch_69c04e827bdc819086e01e7043400452 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f088a3c81909610f1a564960e0f completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:34 p.m.