Triple
T3504931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Bureau of Economic Research |
E74052
|
entity |
| Predicate | hasCommittee |
P1396
|
FINISHED |
| Object |
Business Cycle Dating Committee
The Business Cycle Dating Committee is a panel of economists that officially determines the dates of recessions and expansions in the U.S. economy.
|
E363979
|
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: Business Cycle Dating Committee | Statement: [National Bureau of Economic Research, hasCommittee, Business Cycle Dating Committee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Cycle Dating Committee Context triple: [National Bureau of Economic Research, hasCommittee, Business Cycle Dating Committee]
-
A.
Business Cycles in the United States of America, 1919–1932
"Business Cycles in the United States of America, 1919–1932" is an influential econometric study by Jan Tinbergen that analyzes and models U.S. economic fluctuations during the interwar period.
-
B.
A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
-
C.
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.
-
D.
Outlook for Economic Activity and Prices
Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
-
E.
Business Cycles
Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
- 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: Business Cycle Dating Committee Triple: [National Bureau of Economic Research, hasCommittee, Business Cycle Dating Committee]
Generated description
The Business Cycle Dating Committee is a panel of economists that officially determines the dates of recessions and expansions in the U.S. economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Cycle Dating Committee Target entity description: The Business Cycle Dating Committee is a panel of economists that officially determines the dates of recessions and expansions in the U.S. economy.
-
A.
Business Cycles in the United States of America, 1919–1932
"Business Cycles in the United States of America, 1919–1932" is an influential econometric study by Jan Tinbergen that analyzes and models U.S. economic fluctuations during the interwar period.
-
B.
A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
-
C.
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.
-
D.
Outlook for Economic Activity and Prices
Outlook for Economic Activity and Prices is the Bank of Japan’s flagship semiannual report that presents its forecasts and assessments of Japan’s economic growth and inflation.
-
E.
Business Cycles
Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbf22b1c8190956141d8fb924210 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373de0a34819096701e24409a08bb |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b377dfd2308190b2762715fa098260 |
completed | March 13, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37850f18081908ee893dd4cedc183 |
completed | March 13, 2026, 2:37 a.m. |
Created at: March 8, 2026, 3:18 p.m.