Triple
T12937096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polly Toynbee |
E309539
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Hard Work: Life in Low-Pay Britain
"Hard Work: Life in Low-Pay Britain" is a non-fiction book by journalist Polly Toynbee in which she documents her experiences working in low-wage jobs to expose the realities of poverty and inequality in modern Britain.
|
E903060
|
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: Hard Work: Life in Low-Pay Britain | Statement: [Polly Toynbee, hasWritten, Hard Work: Life in Low-Pay Britain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Work: Life in Low-Pay Britain Context triple: [Polly Toynbee, hasWritten, Hard Work: Life in Low-Pay Britain]
-
A.
The Living Wage
The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
-
B.
Estranged Labour
Estranged Labour is a section of Karl Marx’s early Economic and Philosophic Manuscripts of 1844 in which he develops his influential theory of alienation under capitalist production.
-
C.
Nickel and Dimed
Nickel and Dimed is a nonfiction book by Barbara Ehrenreich that investigates the challenges of surviving on low-wage work in the United States through her firsthand experiences in various minimum-wage jobs.
-
D.
How the Other Half Lives
How the Other Half Lives is an 1890 photojournalistic exposé by Jacob Riis that revealed the harsh living conditions of New York City’s tenement poor and helped spur social reform.
-
E.
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.
- 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: Hard Work: Life in Low-Pay Britain Triple: [Polly Toynbee, hasWritten, Hard Work: Life in Low-Pay Britain]
Generated description
"Hard Work: Life in Low-Pay Britain" is a non-fiction book by journalist Polly Toynbee in which she documents her experiences working in low-wage jobs to expose the realities of poverty and inequality in modern Britain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard Work: Life in Low-Pay Britain Target entity description: "Hard Work: Life in Low-Pay Britain" is a non-fiction book by journalist Polly Toynbee in which she documents her experiences working in low-wage jobs to expose the realities of poverty and inequality in modern Britain.
-
A.
The Living Wage
The Living Wage is a political and economic treatise by British Labour politician Philip Snowden advocating for fair minimum income standards to ensure workers can meet basic living costs.
-
B.
Estranged Labour
Estranged Labour is a section of Karl Marx’s early Economic and Philosophic Manuscripts of 1844 in which he develops his influential theory of alienation under capitalist production.
-
C.
Nickel and Dimed
chosen
Nickel and Dimed is a nonfiction book by Barbara Ehrenreich that investigates the challenges of surviving on low-wage work in the United States through her firsthand experiences in various minimum-wage jobs.
-
D.
How the Other Half Lives
How the Other Half Lives is an 1890 photojournalistic exposé by Jacob Riis that revealed the harsh living conditions of New York City’s tenement poor and helped spur social reform.
-
E.
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.
- F. None of above.
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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc76d688190bd58a23351373666 |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6ef89881908ec3138b9f4a8b1a |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b0660b188190a67bfff73b882d92 |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1a539148190be7a4f16f738ca90 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 9, 2026, 5:43 p.m.