Triple

T2504682
Position Surface form Disambiguated ID Type / Status
Subject Gregory Mankiw E52549 entity
Predicate hasWrittenWork P4 FINISHED
Object "Essays on the Great Depression"
"Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
E271827 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: "Essays on the Great Depression" | Statement: [Gregory Mankiw, hasWrittenWork, "Essays on the Great Depression"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Essays on the Great Depression"
Context triple: [Gregory Mankiw, hasWrittenWork, "Essays on the Great Depression"]
  • 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. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • C. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • D. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • E. A Theory of Economic History
    A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
  • 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: "Essays on the Great Depression"
Triple: [Gregory Mankiw, hasWrittenWork, "Essays on the Great Depression"]
Generated description
"Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Essays on the Great Depression"
Target entity description: "Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
  • 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. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • C. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • D. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • E. A Theory of Economic History
    A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cd2db0819087d21ec49ffd9585 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa57aa4819096578a5538973ec4 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.