Triple

T5680709
Position Surface form Disambiguated ID Type / Status
Subject Invesco Ltd. E125190 entity
Predicate hasSubsidiary P254 FINISHED
Object Invesco Real Estate
Invesco Real Estate is a global real estate investment management firm that oversees property-focused strategies and assets on behalf of institutional and individual investors.
E540979 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: Invesco Real Estate | Statement: [Invesco Ltd., hasSubsidiary, Invesco Real Estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Invesco Real Estate
Context triple: [Invesco Ltd., hasSubsidiary, Invesco Real Estate]
  • A. Brookfield Properties
    Brookfield Properties is a global real estate company that owns, develops, and operates a large portfolio of premier retail, office, and mixed-use properties.
  • B. Federal Realty Investment Trust
    Federal Realty Investment Trust is a U.S.-based real estate investment trust specializing in owning, managing, and redeveloping high-quality retail and mixed-use properties in major metropolitan markets.
  • C. Oxford Properties Group
    Oxford Properties Group is a global real estate investment, development, and management company known for owning and developing major commercial and mixed-use properties in key urban markets.
  • D. Highwoods Properties
    Highwoods Properties is a U.S.-based real estate investment trust (REIT) specializing in owning, developing, and managing office properties, particularly in major business districts across the Southeast and Mid-Atlantic regions.
  • E. Prudential Realty Group
    Prudential Realty Group is a real estate development and investment firm associated with major commercial projects, including prominent office skyscrapers.
  • 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: Invesco Real Estate
Triple: [Invesco Ltd., hasSubsidiary, Invesco Real Estate]
Generated description
Invesco Real Estate is a global real estate investment management firm that oversees property-focused strategies and assets on behalf of institutional and individual investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Invesco Real Estate
Target entity description: Invesco Real Estate is a global real estate investment management firm that oversees property-focused strategies and assets on behalf of institutional and individual investors.
  • A. Brookfield Properties
    Brookfield Properties is a global real estate company that owns, develops, and operates a large portfolio of premier retail, office, and mixed-use properties.
  • B. Federal Realty Investment Trust
    Federal Realty Investment Trust is a U.S.-based real estate investment trust specializing in owning, managing, and redeveloping high-quality retail and mixed-use properties in major metropolitan markets.
  • C. Oxford Properties Group
    Oxford Properties Group is a global real estate investment, development, and management company known for owning and developing major commercial and mixed-use properties in key urban markets.
  • D. Highwoods Properties
    Highwoods Properties is a U.S.-based real estate investment trust (REIT) specializing in owning, developing, and managing office properties, particularly in major business districts across the Southeast and Mid-Atlantic regions.
  • E. Prudential Realty Group
    Prudential Realty Group is a real estate development and investment firm associated with major commercial projects, including prominent office skyscrapers.
  • 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_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02397c01081909793bb53ad7cbbce completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a35dd9c8190acd2ee8e94f309a6 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:44 p.m.