Triple
T16006643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | cotton gin |
E388236
|
entity |
| Predicate | hadEconomicImpactOn |
P54036
|
FINISHED |
| Object | Atlantic cotton trade |
E469681
|
NE FINISHED |
How this triple was built (3 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: Atlantic cotton trade | Statement: [cotton gin, hadEconomicImpactOn, Atlantic cotton trade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic cotton trade Context triple: [cotton gin, hadEconomicImpactOn, Atlantic cotton trade]
-
A.
Atlantic slave trade
The Atlantic slave trade was a transoceanic system from the 16th to 19th centuries in which millions of Africans were forcibly transported to the Americas and sold into chattel slavery, profoundly shaping the economic and social history of the Atlantic world.
-
B.
Cotton Market
Cotton Market is a historic commercial area traditionally associated with the trade and sale of cotton and related goods.
-
C.
South Atlantic trade routes
South Atlantic trade routes are key maritime corridors connecting South America, Africa, and Europe, vital for the movement of commercial shipping, resources, and naval operations across the South Atlantic Ocean.
-
D.
Atlantic world plantation system
chosen
The Atlantic world plantation system was a transoceanic economic and social order in which large-scale, slave-based agricultural estates in the Americas produced commodities like sugar, tobacco, and cotton for European markets, shaping global trade, racial hierarchies, and colonial empires.
-
E.
Atlantic trade routes
Atlantic trade routes are major maritime shipping corridors across the Atlantic Ocean that connect ports in North America, Europe, Africa, and beyond for international trade and transport.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hadEconomicImpactOn Context triple: [cotton gin, hadEconomicImpactOn, Atlantic cotton trade]
-
A.
economicImpactRegion
Indicates the region or geographic area that experiences or is affected by a particular economic impact.
-
B.
stanceOnEconomy
Indicates a subject's expressed position, opinion, or policy view regarding economic issues or economic policy.
-
C.
facedHistoricalImpact
Indicates that an entity has experienced or been subjected to a significant influence, consequence, or change resulting from historical events or processes.
-
D.
indirectImpactOn
chosen
Indicates that one entity affects another entity’s state, condition, or outcome through one or more intermediate factors rather than through a direct interaction.
-
E.
impactOnBusiness
Indicates the effect or influence that one factor, event, or action has on a business’s performance, operations, or outcomes.
- F. None of above.
Provenance (4 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e173b3bf6c81909230170e833d7ce7 |
completed | April 16, 2026, 11:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf20c5348190b42c2e01e8ef5ea8 |
completed | May 10, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69e142dc081c819082527e3fa8773460 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:55 a.m.