Triple

T10899518
Position Surface form Disambiguated ID Type / Status
Subject Ernesto Galarza E257399 entity
Predicate notableWork P4 FINISHED
Object 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.
E891699 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: Merchants of Labor | Statement: [Ernesto Galarza, notableWork, Merchants of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Merchants of Labor
Context triple: [Ernesto Galarza, notableWork, Merchants of Labor]
  • A. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • B. Capital do Trabalho
    Capital do Trabalho is a nickname for Campina Grande, a major city in Brazil’s Paraíba state known for its strong industrial base and vibrant economic activity.
  • C. The Family Trade
    The Family Trade is a science fiction novel by Charles Stross that follows a journalist who discovers she can travel between parallel worlds and becomes embroiled in the politics and intrigues of a powerful interdimensional trading clan.
  • D. The Myth of the People
    The Myth of the People is a politically charged mural by Mexican artist David Alfaro Siqueiros that reflects his revolutionary ideals and commitment to social realism.
  • E. The Wages of Virtue
    The Wages of Virtue is an early 20th-century adventure novel set in the French Foreign Legion, known for its themes of honor, sacrifice, and colonial military life.
  • 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: Merchants of Labor
Triple: [Ernesto Galarza, notableWork, Merchants of Labor]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Merchants of Labor
Target entity description: 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.
  • A. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • B. Capital do Trabalho
    Capital do Trabalho is a nickname for Campina Grande, a major city in Brazil’s Paraíba state known for its strong industrial base and vibrant economic activity.
  • C. The Family Trade
    The Family Trade is a science fiction novel by Charles Stross that follows a journalist who discovers she can travel between parallel worlds and becomes embroiled in the politics and intrigues of a powerful interdimensional trading clan.
  • D. The Myth of the People
    The Myth of the People is a politically charged mural by Mexican artist David Alfaro Siqueiros that reflects his revolutionary ideals and commitment to social realism.
  • E. The Wages of Virtue
    The Wages of Virtue is an early 20th-century adventure novel set in the French Foreign Legion, known for its themes of honor, sacrifice, and colonial military life.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a2392c8190bc2c2359d63eff7a completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e155306e9081909433522eeecf2b7d completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e174d962ec8190a0ef8442e3414a8d completed April 16, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_69e1777c0a308190bb5dc5e64cb51af3 completed April 16, 2026, 11:57 p.m.
Created at: April 8, 2026, 9:21 p.m.