Triple

T9107094
Position Surface form Disambiguated ID Type / Status
Subject Qiddiya E218504 entity
Predicate developer P73 FINISHED
Object Qiddiya Investment Company
Qiddiya Investment Company is a Saudi state-backed firm responsible for developing Qiddiya, a massive entertainment, sports, and cultural megaproject near Riyadh as part of the country’s Vision 2030 diversification plan.
 E777226 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: Qiddiya Investment Company | Statement: [Qiddiya, developer, Qiddiya Investment Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qiddiya Investment Company
Context triple: [Qiddiya, developer, Qiddiya Investment Company]
  • A. Investment Corporation of Dubai
    The Investment Corporation of Dubai is the principal sovereign wealth fund of the Government of Dubai, holding and managing the emirate’s key commercial assets across sectors such as aviation, finance, real estate, and hospitality.
  • B. Al-Shoula consortium
    Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Luxor Capital Group
    Luxor Capital Group is a New York-based hedge fund and investment firm known for its significant positions in distressed and special-situations assets, including ownership stakes in major casino and resort properties.
  • E. Saudi Binladin Group
    Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
  • 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: Qiddiya Investment Company
Triple: [Qiddiya, developer, Qiddiya Investment Company]
Generated description
Qiddiya Investment Company is a Saudi state-backed firm responsible for developing Qiddiya, a massive entertainment, sports, and cultural megaproject near Riyadh as part of the country’s Vision 2030 diversification plan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qiddiya Investment Company
Target entity description: Qiddiya Investment Company is a Saudi state-backed firm responsible for developing Qiddiya, a massive entertainment, sports, and cultural megaproject near Riyadh as part of the country’s Vision 2030 diversification plan.
  • A. Investment Corporation of Dubai
    The Investment Corporation of Dubai is the principal sovereign wealth fund of the Government of Dubai, holding and managing the emirate’s key commercial assets across sectors such as aviation, finance, real estate, and hospitality.
  • B. Al-Shoula consortium
    Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
  • C. Mubadala Investment Company
    Mubadala Investment Company is a sovereign wealth fund of the Government of Abu Dhabi that manages a diversified global portfolio across sectors such as energy, technology, aerospace, and real estate.
  • D. Luxor Capital Group
    Luxor Capital Group is a New York-based hedge fund and investment firm known for its significant positions in distressed and special-situations assets, including ownership stakes in major casino and resort properties.
  • E. Saudi Binladin Group
    Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca573da0081909f4afcdb3ac99c53 completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01842c12c81909fdb57b60e2f11f1 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d0196766248190aebda80cbd7d1eef completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019d76d2481909118b163ce5713f2 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:16 p.m.