Triple
T13810400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Darlington |
E331872
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What’s the Point of Industrial Relations?
"What’s the Point of Industrial Relations?" is a book by Ralph Darlington that critically examines the purpose, relevance, and practice of industrial relations in contemporary workplaces and societies.
|
E1062140
|
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: What’s the Point of Industrial Relations? | Statement: [Ralph Darlington, notableWork, What’s the Point of Industrial Relations?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What’s the Point of Industrial Relations? Context triple: [Ralph Darlington, notableWork, What’s the Point of Industrial Relations?]
-
A.
Industrial Relations Systems
Industrial Relations Systems is a foundational work in labor economics and industrial relations that presents John T. Dunlop’s influential systems framework for understanding the interactions among workers, employers, and government in the regulation of the workplace.
-
B.
Principles and Methods of Industrial Peace
Principles and Methods of Industrial Peace is an influential early 20th-century economic treatise by Arthur Cecil Pigou that analyzes the causes of industrial conflict and explores strategies for achieving harmonious labor relations.
-
C.
Reports on the relation of labor conditions to corporate organization
"Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
-
D.
Capital and Labour Redefined
Capital and Labour Redefined is a scholarly work by economist Amiya Kumar Bagchi that critically examines the historical and contemporary dynamics between capital and labor within global capitalism.
-
E.
FPS Employment, Labour and Social Dialogue
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
- 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: What’s the Point of Industrial Relations? Triple: [Ralph Darlington, notableWork, What’s the Point of Industrial Relations?]
Generated description
"What’s the Point of Industrial Relations?" is a book by Ralph Darlington that critically examines the purpose, relevance, and practice of industrial relations in contemporary workplaces and societies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What’s the Point of Industrial Relations? Target entity description: "What’s the Point of Industrial Relations?" is a book by Ralph Darlington that critically examines the purpose, relevance, and practice of industrial relations in contemporary workplaces and societies.
-
A.
Industrial Relations Systems
Industrial Relations Systems is a foundational work in labor economics and industrial relations that presents John T. Dunlop’s influential systems framework for understanding the interactions among workers, employers, and government in the regulation of the workplace.
-
B.
Principles and Methods of Industrial Peace
Principles and Methods of Industrial Peace is an influential early 20th-century economic treatise by Arthur Cecil Pigou that analyzes the causes of industrial conflict and explores strategies for achieving harmonious labor relations.
-
C.
Reports on the relation of labor conditions to corporate organization
"Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
-
D.
Capital and Labour Redefined
Capital and Labour Redefined is a scholarly work by economist Amiya Kumar Bagchi that critically examines the historical and contemporary dynamics between capital and labor within global capitalism.
-
E.
FPS Employment, Labour and Social Dialogue
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de026ff6b481908066d6bf27064417 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b09161108190abbd97a30af9ab49 |
completed | May 3, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69f7b138fda88190b2b7ffb51ce02a40 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b28ca218819097fc35042d3b278a |
completed | May 3, 2026, 8:39 p.m. |
Created at: April 9, 2026, 10:12 p.m.