Triple
T21410525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qatari Diar |
E528154
|
entity |
| Predicate | subsidiaryOrAffiliatedEntity |
P82731
|
FINISHED |
| Object |
Qatari Diar Real Estate Investment Company
Qatari Diar Real Estate Investment Company is a Qatar-based global real estate investment and development firm known for large-scale, high-profile property and urban regeneration projects.
|
E1482107
|
NE FINISHED |
How this triple was built (5 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: Qatari Diar Real Estate Investment Company | Statement: [Qatari Diar, subsidiaryOrAffiliatedEntity, Qatari Diar Real Estate Investment Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qatari Diar Real Estate Investment Company Context triple: [Qatari Diar, subsidiaryOrAffiliatedEntity, Qatari Diar Real Estate Investment Company]
-
A.
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.
-
B.
Aldar Properties
Aldar Properties is a leading real estate development and investment company based in Abu Dhabi, known for major projects such as Yas Island and iconic residential, commercial, and retail developments across the UAE.
-
C.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
-
D.
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.
-
E.
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.
- 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: Qatari Diar Real Estate Investment Company Triple: [Qatari Diar, subsidiaryOrAffiliatedEntity, Qatari Diar Real Estate Investment Company]
Generated description
Qatari Diar Real Estate Investment Company is a Qatar-based global real estate investment and development firm known for large-scale, high-profile property and urban regeneration projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qatari Diar Real Estate Investment Company Target entity description: Qatari Diar Real Estate Investment Company is a Qatar-based global real estate investment and development firm known for large-scale, high-profile property and urban regeneration projects.
-
A.
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.
-
B.
Aldar Properties
Aldar Properties is a leading real estate development and investment company based in Abu Dhabi, known for major projects such as Yas Island and iconic residential, commercial, and retail developments across the UAE.
-
C.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
-
D.
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.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: subsidiaryOrAffiliatedEntity Context triple: [Qatari Diar, subsidiaryOrAffiliatedEntity, Qatari Diar Real Estate Investment Company]
-
A.
subsidiaryOrAsset
Indicates that one entity is owned, controlled, or held as a subsidiary company or asset by another entity.
-
B.
subsidiaryOrJointVenture
chosen
Indicates that one organization is either a subsidiary of, or a jointly owned venture with, another organization.
-
C.
coreSubsidiaryOf
Indicates that one entity is a primary or central subsidiary that is owned or controlled by another entity.
-
D.
usedBySubsidiaryOf
Indicates that something is used by an entity that is a subsidiary of another organization.
-
E.
hasAllianceThroughSubsidiary
Indicates that two entities are in an alliance indirectly, established or maintained through one or more subsidiary entities rather than directly between the primary entities.
- F. None of above.
Provenance (6 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_69e0c454c248819093425d1099101c09 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b1b6595481908cdf915e3585ed08 |
completed | April 22, 2026, 11:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09bb57bd2c8190b5b0ac8c65e0b5d1 |
completed | May 17, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_6a09bea578348190a3cc8a652c7fc362 |
completed | May 17, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09bf5645348190a2ef7bd49a0237d8 |
completed | May 17, 2026, 1:15 p.m. |
| PD | Predicate disambiguation | batch_69e61633f8208190a2a849457c4e4198 |
completed | April 20, 2026, 12:04 p.m. |
Created at: April 16, 2026, 5:42 p.m.