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.