Triple

T11993128
Position Surface form Disambiguated ID Type / Status
Subject Frederick Winslow Taylor E285461 entity
Predicate notableWork P4 FINISHED
Object A Piece-Rate System
"A Piece-Rate System" is an influential work by Frederick Winslow Taylor that outlines his principles of scientific management through paying workers based on their output rather than time.
E958609 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: A Piece-Rate System | Statement: [Frederick Winslow Taylor, notableWork, A Piece-Rate System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Piece-Rate System
Context triple: [Frederick Winslow Taylor, notableWork, A Piece-Rate System]
  • A. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • B. Lowell system of industrial organization
    The Lowell system of industrial organization was a 19th-century American factory model that combined mechanized textile production with regimented labor practices, especially for young women workers housed in company-run boardinghouses.
  • C. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial society.
  • D. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • E. 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.
  • 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: A Piece-Rate System
Triple: [Frederick Winslow Taylor, notableWork, A Piece-Rate System]
Generated description
"A Piece-Rate System" is an influential work by Frederick Winslow Taylor that outlines his principles of scientific management through paying workers based on their output rather than time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Piece-Rate System
Target entity description: "A Piece-Rate System" is an influential work by Frederick Winslow Taylor that outlines his principles of scientific management through paying workers based on their output rather than time.
  • A. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • B. Lowell system of industrial organization
    The Lowell system of industrial organization was a 19th-century American factory model that combined mechanized textile production with regimented labor practices, especially for young women workers housed in company-run boardinghouses.
  • C. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial society.
  • D. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • E. 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.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4726696dc8190bf2a7aa43cb08b19 completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.