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.