Triple
T8901436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History of Economic Analysis |
E211937
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Business Cycles |
E211935
|
NE FINISHED |
How this triple was built (2 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 Cycles | Statement: [History of Economic Analysis, relatedWork, Business Cycles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Cycles Context triple: [History of Economic Analysis, relatedWork, Business Cycles]
-
A.
Business Cycles
chosen
Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
-
B.
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.
-
C.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
-
D.
Industrial Fluctuations
Industrial Fluctuations is an influential economic study by Arthur Cecil Pigou that analyzes the causes and patterns of business cycles and variations in industrial activity.
-
E.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba26bc7881908639e9a812dec894 |
completed | April 3, 2026, 1:01 p.m. |
Created at: March 30, 2026, 6:54 p.m.