Triple

T14810313
Position Surface form Disambiguated ID Type / Status
Subject Qatar Investment Authority E348160 entity
Predicate subsidiary P258 FINISHED
Object Qatar Holding LLC
Qatar Holding LLC is the main direct investment arm of Qatar’s sovereign wealth fund, responsible for managing large-scale global investments across diverse sectors.
E1119990 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 Holding LLC | Statement: [Qatar Investment Authority, subsidiary, Qatar Holding LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qatar Holding LLC
Context triple: [Qatar Investment Authority, subsidiary, Qatar Holding LLC]
  • A. Qatar Liquefied Gas Company Limited
    Qatar Liquefied Gas Company Limited, now known as Qatargas, is a major Qatari liquefied natural gas (LNG) producer and one of the largest LNG companies in the world.
  • B. Qatar Investment Authority
    Qatar Investment Authority is Qatar’s sovereign wealth fund, managing the country’s surplus revenues—primarily from oil and gas—through global investments across diverse asset classes.
  • C. Qatar Fertiliser Company
    Qatar Fertiliser Company is a major Qatari producer of chemical fertilizers, particularly ammonia and urea, and one of the world’s largest single-site urea manufacturers.
  • D. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • 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: Qatar Holding LLC
Triple: [Qatar Investment Authority, subsidiary, Qatar Holding LLC]
Generated description
Qatar Holding LLC is the main direct investment arm of Qatar’s sovereign wealth fund, responsible for managing large-scale global investments across diverse sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qatar Holding LLC
Target entity description: Qatar Holding LLC is the main direct investment arm of Qatar’s sovereign wealth fund, responsible for managing large-scale global investments across diverse sectors.
  • A. Qatar Liquefied Gas Company Limited
    Qatar Liquefied Gas Company Limited, now known as Qatargas, is a major Qatari liquefied natural gas (LNG) producer and one of the largest LNG companies in the world.
  • B. Qatar Investment Authority
    Qatar Investment Authority is Qatar’s sovereign wealth fund, managing the country’s surplus revenues—primarily from oil and gas—through global investments across diverse asset classes.
  • C. Qatar Fertiliser Company
    Qatar Fertiliser Company is a major Qatari producer of chemical fertilizers, particularly ammonia and urea, and one of the world’s largest single-site urea manufacturers.
  • D. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • 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

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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf35a5e081909321193ef37099d1 completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24ca88748190ae9e66bac5324e25 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe26d7be04819090860d5180c72329 completed May 8, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69fe277c73c481908ca3bdb1c2113598 completed May 8, 2026, 6:12 p.m.
Created at: April 10, 2026, 1:46 a.m.