Triple

T3786109
Position Surface form Disambiguated ID Type / Status
Subject cotton gin E85533 entity
Predicate historicalImpact P4749 FINISHED
Object contributed to economic divergence between North and South in the United States
The cotton gin was a revolutionary 18th-century American invention that dramatically increased cotton production, entrenched slavery in the South, and reshaped the nation’s economic and social landscape.
E388236 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: contributed to economic divergence between North and South in the United States | Statement: [cotton gin, historicalImpact, contributed to economic divergence between North and South in the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: contributed to economic divergence between North and South in the United States
Context triple: [cotton gin, historicalImpact, contributed to economic divergence between North and South in the United States]
  • A. Two Americas divided by wealth and opportunity
    Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
  • B. Great Migration of African Americans out of the region
    The Great Migration of African Americans out of the region was a massive, decades-long movement of Black Southerners to Northern, Midwestern, and Western cities in search of better economic opportunities and escape from Jim Crow segregation and racial violence.
  • C. United States economy
    The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
  • D. Two Americas
    Two Americas is a political theme popularized by John Edwards to highlight the stark economic and social inequality between wealthy and struggling Americans.
  • E. United States territorial expansion
    United States territorial expansion refers to the historical process by which the United States grew from a cluster of Atlantic coast colonies into a transcontinental nation through purchases, wars, treaties, and settlement.
  • 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: contributed to economic divergence between North and South in the United States
Triple: [cotton gin, historicalImpact, contributed to economic divergence between North and South in the United States]
Generated description
The cotton gin was a revolutionary 18th-century American invention that dramatically increased cotton production, entrenched slavery in the South, and reshaped the nation’s economic and social landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: contributed to economic divergence between North and South in the United States
Target entity description: The cotton gin was a revolutionary 18th-century American invention that dramatically increased cotton production, entrenched slavery in the South, and reshaped the nation’s economic and social landscape.
  • A. Two Americas divided by wealth and opportunity
    Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
  • B. Great Migration of African Americans out of the region
    The Great Migration of African Americans out of the region was a massive, decades-long movement of Black Southerners to Northern, Midwestern, and Western cities in search of better economic opportunities and escape from Jim Crow segregation and racial violence.
  • C. United States economy
    The United States economy is a highly developed, mixed-market system that is the world’s largest by nominal GDP and a central driver of global trade, finance, and innovation.
  • D. Two Americas
    Two Americas is a political theme popularized by John Edwards to highlight the stark economic and social inequality between wealthy and struggling Americans.
  • E. United States territorial expansion
    United States territorial expansion refers to the historical process by which the United States grew from a cluster of Atlantic coast colonies into a transcontinental nation through purchases, wars, treaties, and settlement.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee42d2bc88190ab85529fcd1aa20a completed March 9, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04ceea881909c3f0d1da9b538ae completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1730bbc8190a2f5f70ebc5a528a completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f2538eac81908a6c85ddab4e2356 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.