Triple

T9592475
Position Surface form Disambiguated ID Type / Status
Subject Farrar, Straus and Giroux E231448 entity
Predicate hasPublished P80 FINISHED
Object 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.
 E809089 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: Immanuel Wallerstein | Statement: [Farrar, Straus and Giroux, hasPublished, Immanuel Wallerstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Immanuel Wallerstein
Context triple: [Farrar, Straus and Giroux, hasPublished, Immanuel Wallerstein]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Albert O. Hirschman
    Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
  • 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: Immanuel Wallerstein
Triple: [Farrar, Straus and Giroux, hasPublished, Immanuel Wallerstein]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Immanuel Wallerstein
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Albert O. Hirschman
    Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161938e108190aea76d528f9208a2 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d1624400b8819085b1c1a93cddc3f6 completed April 4, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69d162b39c888190ae71b05ee2e132a8 completed April 4, 2026, 7:12 p.m.
Created at: March 30, 2026, 8:07 p.m.