Triple
T384126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Inflation |
E8741
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Phillips curve framework
The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
|
E48746
|
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: Phillips curve framework | Statement: [Great Inflation, influencedBy, Phillips curve framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phillips curve framework Context triple: [Great Inflation, influencedBy, Phillips curve framework]
-
A.
New Keynesian economics
New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
-
B.
the "Volcker shock" in U.S. monetary policy
The "Volcker shock" in U.S. monetary policy refers to the dramatic interest rate hikes and tight monetary stance of the early 1980s aimed at breaking entrenched inflation, which triggered a deep recession but ultimately restored price stability and reshaped central banking practice.
-
C.
Economic Confidence Model
The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
-
D.
Keynesian economics
Keynesian economics is a macroeconomic theory that emphasizes the role of aggregate demand and government intervention in stabilizing economic fluctuations and reducing unemployment.
-
E.
Infitah economic policy
Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
- 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: Phillips curve framework Triple: [Great Inflation, influencedBy, Phillips curve framework]
Generated description
The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phillips curve framework Target entity description: The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
-
A.
New Keynesian economics
New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
-
B.
the "Volcker shock" in U.S. monetary policy
The "Volcker shock" in U.S. monetary policy refers to the dramatic interest rate hikes and tight monetary stance of the early 1980s aimed at breaking entrenched inflation, which triggered a deep recession but ultimately restored price stability and reshaped central banking practice.
-
C.
Economic Confidence Model
The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
-
D.
Keynesian economics
Keynesian economics is a macroeconomic theory that emphasizes the role of aggregate demand and government intervention in stabilizing economic fluctuations and reducing unemployment.
-
E.
Infitah economic policy
Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
- 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec422b808190b6ddf747ef939151 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fe95c7088190a1538eecb2ac6955 |
completed | March 1, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69a3fec1294c8190bff1dc2c8ec6bfb0 |
completed | March 1, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ff1db088819087542685fbad01ad |
completed | March 1, 2026, 8:55 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.