Triple
T7555222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | "It's the economy, stupid" |
E178644
|
entity |
| Predicate | historicalPeriod |
P302
|
FINISHED |
| Object |
early 1990s recession in the United States
The early 1990s recession in the United States was a period of economic downturn marked by rising unemployment, sluggish growth, and significant political repercussions, including its central role in the 1992 presidential election.
|
E673053
|
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: early 1990s recession in the United States | Statement: ["It's the economy, stupid", historicalPeriod, early 1990s recession in the United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: early 1990s recession in the United States Context triple: ["It's the economy, stupid", historicalPeriod, early 1990s recession in the United States]
-
A.
1990s U.S. economic expansion
The 1990s U.S. economic expansion was a prolonged period of robust growth, low unemployment, and rising productivity, driven in large part by technological innovation and the booming information technology sector.
-
B.
Recession of 1937–1938
The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
-
C.
savings and loan crisis of the 1980s
The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
-
D.
Great Recession recovery
The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
-
E.
The Great Contraction, 1929–1933
The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
- 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: early 1990s recession in the United States Triple: ["It's the economy, stupid", historicalPeriod, early 1990s recession in the United States]
Generated description
The early 1990s recession in the United States was a period of economic downturn marked by rising unemployment, sluggish growth, and significant political repercussions, including its central role in the 1992 presidential election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: early 1990s recession in the United States Target entity description: The early 1990s recession in the United States was a period of economic downturn marked by rising unemployment, sluggish growth, and significant political repercussions, including its central role in the 1992 presidential election.
-
A.
1990s U.S. economic expansion
The 1990s U.S. economic expansion was a prolonged period of robust growth, low unemployment, and rising productivity, driven in large part by technological innovation and the booming information technology sector.
-
B.
Recession of 1937–1938
The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
-
C.
savings and loan crisis of the 1980s
The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
-
D.
Great Recession recovery
The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
-
E.
The Great Contraction, 1929–1933
The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
- 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_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8d82dd481908351876edc70c4ec |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856c20258819081761699228b8ba3 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c858501a6c81909a2186c264509be5 |
completed | March 28, 2026, 10:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c858c151b881908d112c426ba34827 |
completed | March 28, 2026, 10:40 p.m. |
Created at: March 27, 2026, 3:49 p.m.