Triple
T10165334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | dependency theory |
E235191
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Immanuel Wallerstein |
E809089
|
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: Immanuel Wallerstein | Statement: [dependency theory, associatedWith, Immanuel Wallerstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Immanuel Wallerstein Context triple: [dependency theory, associatedWith, Immanuel Wallerstein]
-
A.
Immanuel Wallerstein
chosen
Immanuel Wallerstein was an American sociologist and economic historian best known for developing world-systems theory, which analyzes global history and capitalism as an interconnected world economy.
-
B.
Barrington Moore Jr.
Barrington Moore Jr. was an American political sociologist and historian best known for his comparative analysis of social origins of dictatorship and democracy and the role of class structures in political development.
-
C.
Karl Polanyi
Karl Polanyi was a Hungarian economic historian and social theorist best known for his influential work "The Great Transformation," which critiqued market liberalism and analyzed the social and political origins of modern capitalist economies.
-
D.
Marshall Sahlins
Marshall Sahlins was a prominent American cultural anthropologist known for his influential work on kinship, exchange, and the critique of economic and evolutionary theories in anthropology.
-
E.
Robert Heilbroner
Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec6b96dc8190ae37d0d28e4c393b |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300d672fc8190ad5b937d02a737fd |
completed | April 6, 2026, 12:39 a.m. |
Created at: March 30, 2026, 9:10 p.m.