Triple

T5281829

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ben Bernanke	`E119514`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Essays on the Great Depression Essays on the Great Depression is an influential collection of academic papers by economist Ben Bernanke analyzing the causes, dynamics, and policy lessons of the Great Depression.	`E508345`	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: [Ben Bernanke, notableWork, 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: [Ben Bernanke, notableWork, Essays on the Great Depression]

A. "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.
B. America’s Great Depression
America’s Great Depression is an influential economic history book by Murray Rothbard that analyzes the causes and policies surrounding the Great Depression from an Austrian School perspective.
C. The Great Contraction, 1929–1933
The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
D. From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
E. 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.
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: [Ben Bernanke, notableWork, Essays on the Great Depression]

Generated description

Essays on the Great Depression is an influential collection of academic papers by economist Ben Bernanke analyzing 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 academic papers by economist Ben Bernanke analyzing the causes, dynamics, and policy lessons of the Great Depression.

A. "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.
B. America’s Great Depression
America’s Great Depression is an influential economic history book by Murray Rothbard that analyzes the causes and policies surrounding the Great Depression from an Austrian School perspective.
C. The Great Contraction, 1929–1933
The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
D. From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
E. 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.
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_69bd446d05a8819092ad333a3f9c8d5c`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd84c69780819097a1ea9385e11077`	completed	March 20, 2026, 5:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf06e27b5081908b755a817d4c260a`	completed	March 21, 2026, 9 p.m.
NEDg	Description generation	`batch_69bf08bf26448190bd3a3f632ea79d85`	completed	March 21, 2026, 9:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf091f09f88190aa382387e6b94662`	completed	March 21, 2026, 9:09 p.m.

Created at: March 20, 2026, 1:52 p.m.