Triple

T2601479
Position Surface form Disambiguated ID Type / Status
Subject IS-LM model E58352 entity
Predicate developedBy P73 FINISHED
Object Alvin Hansen
Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
E282183 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: Alvin Hansen | Statement: [IS-LM model, developedBy, Alvin Hansen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alvin Hansen
Context triple: [IS-LM model, developedBy, Alvin Hansen]
  • A. Simon Kuznets
    Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
  • B. Paul Samuelson
    Paul Samuelson was a pioneering American economist and Nobel laureate whose work helped establish modern economic theory and transform economics into a more rigorous, mathematically grounded discipline.
  • C. Frank Knight
    Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
  • D. Jacob Viner
    Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
  • E. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • 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: Alvin Hansen
Triple: [IS-LM model, developedBy, Alvin Hansen]
Generated description
Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alvin Hansen
Target entity description: Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
  • A. Simon Kuznets
    Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
  • B. Paul Samuelson
    Paul Samuelson was a pioneering American economist and Nobel laureate whose work helped establish modern economic theory and transform economics into a more rigorous, mathematically grounded discipline.
  • C. Frank Knight
    Frank Knight was an influential American economist and founding figure of the Chicago School, best known for his work on risk, uncertainty, and profit.
  • D. Jacob Viner
    Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
  • E. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd4587014819089f78e93adf2144c completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83d37de081909467f8caa17ce3a9 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.