Triple

T4934401
Position Surface form Disambiguated ID Type / Status
Subject Julian Steward E110776 entity
Predicate researchInterest P3 FINISHED
Object Latin American peasant societies
Latin American peasant societies are rural, small-scale agricultural communities in Latin America characterized by subsistence farming, communal traditions, and complex interactions with broader economic and political systems.
E247805 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: Latin American peasant societies | Statement: [Julian Steward, researchInterest, Latin American peasant societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Latin American peasant societies
Context triple: [Julian Steward, researchInterest, Latin American peasant societies]
  • A. The Agrarian Problem in the Sixteenth Century
    The Agrarian Problem in the Sixteenth Century is a seminal historical study by R. H. Tawney analyzing landownership, enclosure, and social change in Tudor England.
  • B. Dependency and Development in Latin America
    Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
  • C. Peasant Nationalism and Communist Power
    Peasant Nationalism and Communist Power is a seminal political science study by Chalmers Johnson analyzing how Chinese Communist revolutionaries mobilized rural nationalism to achieve and consolidate power.
  • D. The Dissolution of Non-Capitalist Environments
    The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
  • E. Agrarian Justice
    Agrarian Justice is a 1797 pamphlet by Thomas Paine that argues for economic equality through land taxation and early forms of social welfare.
  • 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: Latin American peasant societies
Triple: [Julian Steward, researchInterest, Latin American peasant societies]
Generated description
Latin American peasant societies are rural, small-scale agricultural communities in Latin America characterized by subsistence farming, communal traditions, and complex interactions with broader economic and political systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Latin American peasant societies
Target entity description: Latin American peasant societies are rural, small-scale agricultural communities in Latin America characterized by subsistence farming, communal traditions, and complex interactions with broader economic and political systems.
  • A. The Agrarian Problem in the Sixteenth Century
    The Agrarian Problem in the Sixteenth Century is a seminal historical study by R. H. Tawney analyzing landownership, enclosure, and social change in Tudor England.
  • B. Dependency and Development in Latin America chosen
    Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
  • C. Peasant Nationalism and Communist Power
    Peasant Nationalism and Communist Power is a seminal political science study by Chalmers Johnson analyzing how Chinese Communist revolutionaries mobilized rural nationalism to achieve and consolidate power.
  • D. The Dissolution of Non-Capitalist Environments
    The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
  • E. Agrarian Justice
    Agrarian Justice is a 1797 pamphlet by Thomas Paine that argues for economic equality through land taxation and early forms of social welfare.
  • F. None of above.

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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7066ed548190a76a9559f90e3869 completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77b74c748190a995a26f45b79ee9 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be7868a9148190b9f165fb2406dd9d completed March 21, 2026, 10:52 a.m.
NED2 Entity disambiguation (via description) batch_69be7915a26c81909b21a128daebf5b3 completed March 21, 2026, 10:55 a.m.
Created at: March 20, 2026, 1:30 p.m.