Triple
T693593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedrich Hayek |
E13848
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Prices and Production
Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
|
E84434
|
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: Prices and Production | Statement: [Friedrich Hayek, notableWork, Prices and Production]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prices and Production Context triple: [Friedrich Hayek, notableWork, Prices and Production]
-
A.
Consumer Price Index
The Consumer Price Index is a key economic indicator that measures changes over time in the average prices paid by consumers for a basket of goods and services, commonly used to track inflation and adjust income-related benefits.
-
B.
Office of Price Administration
The Office of Price Administration was a U.S. World War II-era federal agency responsible for controlling prices and rents and preventing wartime inflation through measures such as price ceilings and rationing.
-
C.
Economic Bulletin
Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
-
D.
Civilian Production Administration
The Civilian Production Administration was a U.S. government agency created near the end of World War II to oversee the transition of American industry from wartime to peacetime production.
-
E.
Beige Book
The Beige Book is a periodic Federal Reserve report that summarizes current economic conditions across the United States based on anecdotal information from businesses and other contacts.
- 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: Prices and Production Triple: [Friedrich Hayek, notableWork, Prices and Production]
Generated description
Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prices and Production Target entity description: Prices and Production is a seminal economic work by Friedrich Hayek that develops his theory of the business cycle and the role of monetary disturbances in causing economic fluctuations.
-
A.
Consumer Price Index
The Consumer Price Index is a key economic indicator that measures changes over time in the average prices paid by consumers for a basket of goods and services, commonly used to track inflation and adjust income-related benefits.
-
B.
Office of Price Administration
The Office of Price Administration was a U.S. World War II-era federal agency responsible for controlling prices and rents and preventing wartime inflation through measures such as price ceilings and rationing.
-
C.
Economic Bulletin
Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
-
D.
Civilian Production Administration
The Civilian Production Administration was a U.S. government agency created near the end of World War II to oversee the transition of American industry from wartime to peacetime production.
-
E.
Beige Book
The Beige Book is a periodic Federal Reserve report that summarizes current economic conditions across the United States based on anecdotal information from businesses and other contacts.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0b1e1d08190bdd42f57be5c2a6b |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dca7871c81909ea5a4ccb5dcd47d |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5e3cbf4208190a541f64e44ea5317 |
completed | March 2, 2026, 7:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6093e95a88190bfba326310e8006f |
completed | March 2, 2026, 10:03 p.m. |
Created at: March 1, 2026, 7:36 p.m.