Triple
T12822599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roland Arnall |
E306566
|
entity |
| Predicate | areaOfInfluence |
P9
|
FINISHED |
| Object |
United States mortgage industry
The United States mortgage industry is the vast financial sector that originates, funds, services, and securitizes home loans, playing a central role in American housing finance and the broader economy.
|
E1004369
|
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: United States mortgage industry | Statement: [Roland Arnall, areaOfInfluence, United States mortgage industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States mortgage industry Context triple: [Roland Arnall, areaOfInfluence, United States mortgage industry]
-
A.
United States financial system
The United States financial system is the complex network of institutions, markets, regulations, and instruments that facilitate the flow of capital, credit, and financial services across the U.S. economy.
-
B.
Fannie Mae
Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
-
C.
Housing and Home Finance Agency
The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
-
D.
United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
-
E.
2008 United States housing and financial crisis
The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
- 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: United States mortgage industry Triple: [Roland Arnall, areaOfInfluence, United States mortgage industry]
Generated description
The United States mortgage industry is the vast financial sector that originates, funds, services, and securitizes home loans, playing a central role in American housing finance and the broader economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States mortgage industry Target entity description: The United States mortgage industry is the vast financial sector that originates, funds, services, and securitizes home loans, playing a central role in American housing finance and the broader economy.
-
A.
United States financial system
The United States financial system is the complex network of institutions, markets, regulations, and instruments that facilitate the flow of capital, credit, and financial services across the U.S. economy.
-
B.
Fannie Mae
Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
-
C.
Housing and Home Finance Agency
The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
-
D.
United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
-
E.
2008 United States housing and financial crisis
The 2008 United States housing and financial crisis was a severe economic downturn triggered by the collapse of the housing bubble and widespread mortgage defaults, leading to major financial institution failures and a global recession.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9fcc8c8190a926ab0481d28f14 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ed337248190a007fe18c6379910 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 9, 2026, 5:32 p.m.