Triple

T1552433
Position Surface form Disambiguated ID Type / Status
Subject Lowell textile mills E33122 entity
Predicate laborForce P10129 FINISHED
Object Lowell mill girls
The Lowell mill girls were young women, mostly from New England farms, who worked in the early 19th-century textile factories in Lowell, Massachusetts and became notable for their labor activism and role in the early American industrial workforce.
E175894 NE FINISHED

How this triple was built (5 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: Lowell mill girls | Statement: [Lowell textile mills, laborForce, Lowell mill girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lowell mill girls
Context triple: [Lowell textile mills, laborForce, Lowell mill girls]
  • A. Lowell textile mills
    The Lowell textile mills were a pioneering 19th-century American industrial complex in Lowell, Massachusetts, known for large-scale cotton textile production and their influential "Lowell system" of factory labor.
  • B. Lawrence textile mills
    Lawrence textile mills were a major complex of 19th- and early 20th-century industrial textile factories in Lawrence, Massachusetts, that played a central role in New England’s mill economy and American labor history.
  • C. Bread and Roses Strike
    The Bread and Roses Strike was a landmark 1912 textile workers’ strike in Lawrence, Massachusetts, notable for its large immigrant workforce, women’s leadership, and its role in U.S. labor history.
  • D. Bread and Roses
    Bread and Roses is a historic labor and feminist slogan symbolizing workers’ demands for not only fair wages and economic security (“bread”) but also dignity, quality of life, and cultural enrichment (“roses”).
  • E. 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.
  • 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: Lowell mill girls
Triple: [Lowell textile mills, laborForce, Lowell mill girls]
Generated description
The Lowell mill girls were young women, mostly from New England farms, who worked in the early 19th-century textile factories in Lowell, Massachusetts and became notable for their labor activism and role in the early American industrial workforce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lowell mill girls
Target entity description: The Lowell mill girls were young women, mostly from New England farms, who worked in the early 19th-century textile factories in Lowell, Massachusetts and became notable for their labor activism and role in the early American industrial workforce.
  • A. Lowell textile mills
    The Lowell textile mills were a pioneering 19th-century American industrial complex in Lowell, Massachusetts, known for large-scale cotton textile production and their influential "Lowell system" of factory labor.
  • B. Lawrence textile mills
    Lawrence textile mills were a major complex of 19th- and early 20th-century industrial textile factories in Lawrence, Massachusetts, that played a central role in New England’s mill economy and American labor history.
  • C. Bread and Roses Strike
    The Bread and Roses Strike was a landmark 1912 textile workers’ strike in Lawrence, Massachusetts, notable for its large immigrant workforce, women’s leadership, and its role in U.S. labor history.
  • D. Bread and Roses
    Bread and Roses is a historic labor and feminist slogan symbolizing workers’ demands for not only fair wages and economic security (“bread”) but also dignity, quality of life, and cultural enrichment (“roses”).
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: laborForce
Context triple: [Lowell textile mills, laborForce, Lowell mill girls]
  • A. laborForceCharacteristic
    Indicates a relationship where an entity is described or classified by a specific attribute or status related to its participation in the labor force.
  • B. laborProvision chosen
    Indicates the provision or supply of labor or workforce from one party to another for work or services.
  • C. laborMarket
    Indicates the relationship between workers seeking jobs and employers offering positions, including how wages, employment levels, and working conditions are determined through their interaction.
  • D. labour
    Indicates that an entity performs work or exerts effort, typically in a productive, economic, or physical context, often for another entity or purpose.
  • E. employedPeople
    Indicates that there exists a relationship where people are currently working in jobs or positions, typically under an employer.
  • F. None of above.

Provenance (6 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_69a885ee6db8819099502bc5ce8af881 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa574094048190a2d7fc3ac904d51e completed March 6, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad30a504a881909b01fc27e0b879e7 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31185d6c8190b833943c412d3f96 completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad31d1f9648190b9da156484062608 completed March 8, 2026, 8:22 a.m.
PD Predicate disambiguation batch_69a907b426dc8190975c024a50955368 completed March 5, 2026, 4:33 a.m.
Created at: March 4, 2026, 7:26 p.m.