Triple
T8309930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johns Hopkins Carey Business School |
E194564
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
MS in Real Estate and Infrastructure
The MS in Real Estate and Infrastructure is a specialized graduate program focused on preparing students for careers in real estate investment, development, and infrastructure finance through a blend of business, finance, and industry-specific coursework.
|
E169035
|
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: MS in Real Estate and Infrastructure | Statement: [Johns Hopkins Carey Business School, offersProgram, MS in Real Estate and Infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MS in Real Estate and Infrastructure Context triple: [Johns Hopkins Carey Business School, offersProgram, MS in Real Estate and Infrastructure]
-
A.
Master of Science in Real Estate Development
The Master of Science in Real Estate Development is a graduate degree program that prepares students for leadership roles in the planning, finance, and development of real estate projects across global markets.
-
B.
Faculty of Construction Management and Real Estate
The Faculty of Construction Management and Real Estate is an academic unit of Chongqing University specializing in education and research on construction project management, real estate development, and related built-environment disciplines.
-
C.
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.
-
D.
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.
-
E.
School of Sustainable Engineering and the Built Environment
The School of Sustainable Engineering and the Built Environment is an academic unit at Arizona State University focused on educating engineers and conducting research in areas such as civil, environmental, and sustainable infrastructure systems.
- 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: MS in Real Estate and Infrastructure Triple: [Johns Hopkins Carey Business School, offersProgram, MS in Real Estate and Infrastructure]
Generated description
The MS in Real Estate and Infrastructure is a specialized graduate program focused on preparing students for careers in real estate investment, development, and infrastructure finance through a blend of business, finance, and industry-specific coursework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MS in Real Estate and Infrastructure Target entity description: The MS in Real Estate and Infrastructure is a specialized graduate program focused on preparing students for careers in real estate investment, development, and infrastructure finance through a blend of business, finance, and industry-specific coursework.
-
A.
Master of Science in Real Estate Development
chosen
The Master of Science in Real Estate Development is a graduate degree program that prepares students for leadership roles in the planning, finance, and development of real estate projects across global markets.
-
B.
Faculty of Construction Management and Real Estate
The Faculty of Construction Management and Real Estate is an academic unit of Chongqing University specializing in education and research on construction project management, real estate development, and related built-environment disciplines.
-
C.
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.
-
D.
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.
-
E.
School of Sustainable Engineering and the Built Environment
The School of Sustainable Engineering and the Built Environment is an academic unit at Arizona State University focused on educating engineers and conducting research in areas such as civil, environmental, and sustainable infrastructure systems.
- F. None of above.
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_69ca82e613e88190bf8139669bbd0d53 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f2d2c30819095075940479b75a7 |
completed | March 31, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95665390819089c8becad018cf51 |
completed | April 1, 2026, 10 p.m. |
| NEDg | Description generation | batch_69cda62070888190b55b3f54d29e28e7 |
completed | April 1, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb21a65d88190a19dd41f95d173c8 |
completed | April 2, 2026, 12:02 a.m. |
Created at: March 30, 2026, 5:54 p.m.