Triple
T11063561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barbara Ehrenreich |
E261565
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
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: Nickel and Dimed | Statement: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nickel and Dimed Context triple: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
-
A.
Ehrenreich
Ehrenreich is a German-origin surname borne by various notable individuals, including actors, writers, and academics.
-
B.
American Maid
American Maid is a skilled, patriotic superheroine and one of the primary crime-fighting allies of the Tick in the satirical comic and animated series "The Tick."
-
C.
The Haves and the Have Nots
The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
-
D.
Merchants of Labor
Merchants of Labor is a seminal exposé by Ernesto Galarza that critically examines the exploitation and labor conditions of Mexican and other migrant workers in U.S. guest worker programs.
-
E.
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.
- 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: Nickel and Dimed Triple: [Barbara Ehrenreich, notableWork, Nickel and Dimed]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nickel and Dimed Target entity description: 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.
-
A.
Ehrenreich
Ehrenreich is a German-origin surname borne by various notable individuals, including actors, writers, and academics.
-
B.
American Maid
American Maid is a skilled, patriotic superheroine and one of the primary crime-fighting allies of the Tick in the satirical comic and animated series "The Tick."
-
C.
The Haves and the Have Nots
The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
-
D.
Merchants of Labor
Merchants of Labor is a seminal exposé by Ernesto Galarza that critically examines the exploitation and labor conditions of Mexican and other migrant workers in U.S. guest worker programs.
-
E.
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.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798ed07f88190bf501d9f63386ada |
completed | April 9, 2026, 12:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c8977f98819082dec025e92782da |
completed | April 18, 2026, 6:08 p.m. |
| NEDg | Description generation | batch_69e3cadf271081908d2b794a4288892a |
completed | April 18, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3cf1f508c81909b4ca8131b7fc9ee |
completed | April 18, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:26 p.m.