Triple
T10165333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | dependency theory |
E235191
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Samir Amin
Samir Amin was an influential Egyptian-French Marxist economist and political theorist known for his analyses of global capitalism, underdevelopment, and the structural inequalities between the Global North and South.
|
E845699
|
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: Samir Amin | Statement: [dependency theory, associatedWith, Samir Amin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samir Amin Context triple: [dependency theory, associatedWith, Samir Amin]
-
A.
Immanuel Wallerstein
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.
Nicos Poulantzas
Nicos Poulantzas was a Greek-French Marxist political sociologist and theorist best known for his influential analyses of the capitalist state, class structure, and authoritarianism within the tradition of Western Marxism.
-
C.
Alain Touraine
Alain Touraine was a prominent French sociologist known for his influential work on social movements, modernity, and the sociology of action.
-
D.
Ernest Mandel
Ernest Mandel was a prominent Belgian Marxist economist, Trotskyist theorist, and leading figure in the postwar international socialist movement.
-
E.
Jean Drèze
Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
- 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: Samir Amin Triple: [dependency theory, associatedWith, Samir Amin]
Generated description
Samir Amin was an influential Egyptian-French Marxist economist and political theorist known for his analyses of global capitalism, underdevelopment, and the structural inequalities between the Global North and South.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samir Amin Target entity description: Samir Amin was an influential Egyptian-French Marxist economist and political theorist known for his analyses of global capitalism, underdevelopment, and the structural inequalities between the Global North and South.
-
A.
Immanuel Wallerstein
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.
Nicos Poulantzas
Nicos Poulantzas was a Greek-French Marxist political sociologist and theorist best known for his influential analyses of the capitalist state, class structure, and authoritarianism within the tradition of Western Marxism.
-
C.
Alain Touraine
Alain Touraine was a prominent French sociologist known for his influential work on social movements, modernity, and the sociology of action.
-
D.
Ernest Mandel
Ernest Mandel was a prominent Belgian Marxist economist, Trotskyist theorist, and leading figure in the postwar international socialist movement.
-
E.
Jean Drèze
Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
- 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_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. |
| NEDg | Description generation | batch_69d30254aabc8190966a4398c59a851e |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30305924c8190998cbefa372dca9a |
completed | April 6, 2026, 12:49 a.m. |
Created at: March 30, 2026, 9:10 p.m.