Triple
T5775784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farah Stockman |
E127436
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
American Made: What Happens to People When Work Disappears
American Made: What Happens to People When Work Disappears is a nonfiction book that examines the human and community consequences of deindustrialization and job loss in the United States through the stories of displaced factory workers.
|
E542833
|
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: American Made: What Happens to People When Work Disappears | Statement: [Farah Stockman, notableWork, American Made: What Happens to People When Work Disappears]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Made: What Happens to People When Work Disappears Context triple: [Farah Stockman, notableWork, American Made: What Happens to People When Work Disappears]
-
A.
The Abolition of Work
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
-
B.
Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
-
C.
There Is Nothing for You Here: Finding Opportunity in the Twenty-First Century
"There Is Nothing for You Here: Finding Opportunity in the Twenty-First Century" is a political memoir and analysis by foreign policy expert Fiona Hill, exploring economic decline, populism, and the search for opportunity through her experiences in the UK, Russia, and the United States.
-
D.
The Way We’re Working Isn’t Working
The Way We’re Working Isn’t Working is a business and self-help book by Tony Schwartz that argues for managing energy rather than time to improve performance, health, and satisfaction at work.
-
E.
The Stalled Society
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
- 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: American Made: What Happens to People When Work Disappears Triple: [Farah Stockman, notableWork, American Made: What Happens to People When Work Disappears]
Generated description
American Made: What Happens to People When Work Disappears is a nonfiction book that examines the human and community consequences of deindustrialization and job loss in the United States through the stories of displaced factory workers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Made: What Happens to People When Work Disappears Target entity description: American Made: What Happens to People When Work Disappears is a nonfiction book that examines the human and community consequences of deindustrialization and job loss in the United States through the stories of displaced factory workers.
-
A.
The Abolition of Work
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
-
B.
Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
-
C.
There Is Nothing for You Here: Finding Opportunity in the Twenty-First Century
"There Is Nothing for You Here: Finding Opportunity in the Twenty-First Century" is a political memoir and analysis by foreign policy expert Fiona Hill, exploring economic decline, populism, and the search for opportunity through her experiences in the UK, Russia, and the United States.
-
D.
The Way We’re Working Isn’t Working
The Way We’re Working Isn’t Working is a business and self-help book by Tony Schwartz that argues for managing energy rather than time to improve performance, health, and satisfaction at work.
-
E.
The Stalled Society
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
- 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_69c008361fa88190aefa4dc41b051e7f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029de3bb4819087a6f3e920e12990 |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e6fd260819090d5e3c877c8bd31 |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c08ba48a1c819090f276116a084a01 |
completed | March 23, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08c094bd08190bb3d849bf1a80ad0 |
completed | March 23, 2026, 12:40 a.m. |
Created at: March 22, 2026, 3:50 p.m.