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.