Triple

T18851891
Position Surface form Disambiguated ID Type / Status
Subject Heberto Castillo E461058 entity
Predicate movement P81 FINISHED
Object Mexican democracy movement
The Mexican democracy movement was a broad political and social struggle, especially active in the late 20th century, that sought to end one-party dominance and establish fair, competitive elections and greater civil liberties in Mexico.
E1345609 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: Mexican democracy movement | Statement: [Heberto Castillo, movement, Mexican democracy movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican democracy movement
Context triple: [Heberto Castillo, movement, Mexican democracy movement]
  • A. Citizens' Revolution movement
    The Citizens' Revolution movement is a left-wing political movement in Ecuador founded and led by former president Rafael Correa, advocating social justice, state-led development, and Latin American integration.
  • B. Zapatista movement in Chiapas
    The Zapatista movement in Chiapas is a predominantly Indigenous, leftist, anti-neoliberal uprising and social movement in southern Mexico that advocates for autonomy, land rights, and grassroots democracy.
  • C. Salvadoran liberal movement
    The Salvadoran liberal movement was a 19th-century political current in El Salvador that promoted secularization, modernization, and liberal reforms in opposition to conservative forces.
  • D. Mexican labor movement
    The Mexican labor movement is a historical struggle of workers in Mexico for better wages, rights, and working conditions, marked by key events such as early 20th-century strikes and uprisings that helped shape the country’s social and political reforms.
  • E. Maderista movement
    The Maderista movement was a political and social uprising in early 20th-century Mexico, led by Francisco I. Madero, that helped spark the Mexican Revolution and end the long dictatorship of Porfirio Díaz.
  • 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: Mexican democracy movement
Triple: [Heberto Castillo, movement, Mexican democracy movement]
Generated description
The Mexican democracy movement was a broad political and social struggle, especially active in the late 20th century, that sought to end one-party dominance and establish fair, competitive elections and greater civil liberties in Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican democracy movement
Target entity description: The Mexican democracy movement was a broad political and social struggle, especially active in the late 20th century, that sought to end one-party dominance and establish fair, competitive elections and greater civil liberties in Mexico.
  • A. Citizens' Revolution movement
    The Citizens' Revolution movement is a left-wing political movement in Ecuador founded and led by former president Rafael Correa, advocating social justice, state-led development, and Latin American integration.
  • B. Zapatista movement in Chiapas
    The Zapatista movement in Chiapas is a predominantly Indigenous, leftist, anti-neoliberal uprising and social movement in southern Mexico that advocates for autonomy, land rights, and grassroots democracy.
  • C. Salvadoran liberal movement
    The Salvadoran liberal movement was a 19th-century political current in El Salvador that promoted secularization, modernization, and liberal reforms in opposition to conservative forces.
  • D. Mexican labor movement
    The Mexican labor movement is a historical struggle of workers in Mexico for better wages, rights, and working conditions, marked by key events such as early 20th-century strikes and uprisings that helped shape the country’s social and political reforms.
  • E. Maderista movement
    The Maderista movement was a political and social uprising in early 20th-century Mexico, led by Francisco I. Madero, that helped spark the Mexican Revolution and end the long dictatorship of Porfirio Díaz.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05995e88190b189864fcbda68e5 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0567799c5c8190834e578cae97b3ba completed May 14, 2026, 6:11 a.m.
NEDg Description generation batch_6a056b4acd00819083be23d698cf8ded completed May 14, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a056beea0e88190987589c3d25ddd07 completed May 14, 2026, 6:30 a.m.
Created at: April 10, 2026, 11:56 a.m.