Triple

T9019569

Position	Surface form	Disambiguated ID	Type / Status
Subject	Margaret Power	`E215680`	entity
Predicate	hasWritten	`P2831`	FINISHED
Object	Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression "Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression" is a historical study that examines how the planned New Deal community of Norvelt, Pennsylvania, sought to foster social solidarity, economic security, and democratic participation amid the hardships of the 1930s.	`E773304`	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: Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression | Statement: [Margaret Power, hasWritten, Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression
Context triple: [Margaret Power, hasWritten, Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression]

A. 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.
B. 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.
C. "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.
D. The Coming of the New Deal
The Coming of the New Deal is the second volume of Arthur M. Schlesinger Jr.’s influential historical trilogy on Franklin D. Roosevelt, chronicling the implementation and impact of New Deal reforms during the 1930s.
E. The New Deal: The Progressive Achievement
"The New Deal: The Progressive Achievement" is a historical and analytical work by economist and New Deal planner Rexford G. Tugwell that defends and interprets Franklin D. Roosevelt’s New Deal reforms as a major step in progressive governance.
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: Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression
Triple: [Margaret Power, hasWritten, Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression]

Generated description

"Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression" is a historical study that examines how the planned New Deal community of Norvelt, Pennsylvania, sought to foster social solidarity, economic security, and democratic participation amid the hardships of the 1930s.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression
Target entity description: "Hope in Hard Times: Norvelt and the Struggle for Community During the Great Depression" is a historical study that examines how the planned New Deal community of Norvelt, Pennsylvania, sought to foster social solidarity, economic security, and democratic participation amid the hardships of the 1930s.

A. 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.
B. 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.
C. "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.
D. The Coming of the New Deal
The Coming of the New Deal is the second volume of Arthur M. Schlesinger Jr.’s influential historical trilogy on Franklin D. Roosevelt, chronicling the implementation and impact of New Deal reforms during the 1930s.
E. The New Deal: The Progressive Achievement
"The New Deal: The Progressive Achievement" is a historical and analytical work by economist and New Deal planner Rexford G. Tugwell that defends and interprets Franklin D. Roosevelt’s New Deal reforms as a major step in progressive governance.
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_69ca83a38aa88190bf1bb80c4548b5e2`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc6a4085848190a6aa440e6307e93d`	completed	April 1, 2026, 12:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfdbaf7be081908738ef9a9a17a77b`	completed	April 3, 2026, 3:24 p.m.
NEDg	Description generation	`batch_69cfdd06e9cc8190a1df43556d91779d`	completed	April 3, 2026, 3:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfdda4bf048190bc054fe9b1dcc98d`	completed	April 3, 2026, 3:32 p.m.

Created at: March 30, 2026, 7:07 p.m.