Triple

T2817407

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mubadala Investment Company	`E54320`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Real Estate and Infrastructure Investments Real Estate and Infrastructure Investments is a Mubadala Investment Company division focused on developing and managing global real estate and infrastructure assets to support long-term economic growth and diversification.	`E300870`	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: Real Estate and Infrastructure Investments | Statement: [Mubadala Investment Company, hasDivision, Real Estate and Infrastructure Investments]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Real Estate and Infrastructure Investments
Context triple: [Mubadala Investment Company, hasDivision, Real Estate and Infrastructure Investments]

A. Real Estate, Energy and Natural Resources
Real Estate, Energy and Natural Resources is a business division of Weyerhaeuser Company that focuses on managing and developing the company’s land, energy, and natural resource assets.
B. REITs
REITs (Real Estate Investment Trusts) are companies that own, operate, or finance income-producing real estate and trade on public markets like stocks, providing investors with exposure to real estate assets and typically high dividend yields.
C. Property & Buildings
Property & Buildings is a specialized division of WSP Global focused on providing engineering and consulting services for building and property development projects.
D. Global Infrastructure Partners
Global Infrastructure Partners is a leading independent infrastructure investment firm that acquires, develops, and manages major energy, transport, and utilities assets worldwide.
E. Capital and Growth
Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
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: Real Estate and Infrastructure Investments
Triple: [Mubadala Investment Company, hasDivision, Real Estate and Infrastructure Investments]

Generated description

Real Estate and Infrastructure Investments is a Mubadala Investment Company division focused on developing and managing global real estate and infrastructure assets to support long-term economic growth and diversification.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Real Estate and Infrastructure Investments
Target entity description: Real Estate and Infrastructure Investments is a Mubadala Investment Company division focused on developing and managing global real estate and infrastructure assets to support long-term economic growth and diversification.

A. Real Estate, Energy and Natural Resources
Real Estate, Energy and Natural Resources is a business division of Weyerhaeuser Company that focuses on managing and developing the company’s land, energy, and natural resource assets.
B. REITs
REITs (Real Estate Investment Trusts) are companies that own, operate, or finance income-producing real estate and trade on public markets like stocks, providing investors with exposure to real estate assets and typically high dividend yields.
C. Property & Buildings
Property & Buildings is a specialized division of WSP Global focused on providing engineering and consulting services for building and property development projects.
D. Global Infrastructure Partners
Global Infrastructure Partners is a leading independent infrastructure investment firm that acquires, develops, and manages major energy, transport, and utilities assets worldwide.
E. Capital and Growth
Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
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_69ab49de0af08190b3da69683be1e728`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abde500d3c8190b435a20a0f9d3b9d`	completed	March 7, 2026, 8:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afcea2386481908e062280eb5b07db`	completed	March 10, 2026, 7:56 a.m.
NEDg	Description generation	`batch_69afcf12e3a0819098f28d31434a0c5f`	completed	March 10, 2026, 7:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69afcf9c2d308190b111aa8038c9227a`	completed	March 10, 2026, 8 a.m.

Created at: March 6, 2026, 9:59 p.m.