Triple
T12933815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royall family |
E309450
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Atlantic slave economy |
E469681
|
NE FINISHED |
How this triple was built (2 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 slave economy | Statement: [Royall family, associatedWith, Atlantic slave economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic slave economy Context triple: [Royall family, associatedWith, Atlantic slave economy]
-
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.
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.
-
C.
Thoughts Upon the African Slave Trade
Thoughts Upon the African Slave Trade is an influential 1788 pamphlet by former slave ship captain turned Anglican clergyman John Newton, in which he condemns and details the horrors of the transatlantic slave trade.
-
D.
The African Slave Trade and Its Remedy
The African Slave Trade and Its Remedy is an 1839 abolitionist treatise by Thomas Fowell Buxton that analyzes the transatlantic slave trade and advocates practical measures, including legitimate commerce and political action, to end it.
-
E.
Indian Ocean slave trade
The Indian Ocean slave trade was a centuries-long system of enslavement and forced migration across East Africa, the Middle East, South Asia, and surrounding regions that profoundly shaped Afro-Asian societies and cultures.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97dc6517481908637781da240b51f |
completed | April 10, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af6a830881908ab238b250d2c7d5 |
completed | May 3, 2026, 2:14 a.m. |
Created at: April 9, 2026, 5:42 p.m.