Triple

T4693358
Position Surface form Disambiguated ID Type / Status
Subject Party of the Democratic Revolution E104084 entity
Predicate foundedBy P104 FINISHED
Object Heberto Castillo
Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
E461058 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: Heberto Castillo | Statement: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heberto Castillo
Context triple: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
  • A. Nicolás Guillén
    Nicolás Guillén was a prominent Cuban poet and journalist, widely regarded as the national poet of Cuba and a leading voice of Afro-Cuban literature and social protest.
  • B. Roberto Fernández Retamar
    Roberto Fernández Retamar was a prominent Cuban poet, essayist, and literary critic known for his influential work on Latin American identity and postcolonial thought.
  • C. Manuel Arturo Machado
    Manuel Arturo Machado is a Dominican-American professional baseball third baseman and multiple-time All-Star known for his power hitting and elite defense in Major League Baseball.
  • D. Octavio Paz
    Octavio Paz was a Mexican poet, essayist, and diplomat renowned for his innovative, introspective writing and awarded the 1990 Nobel Prize in Literature.
  • E. César Vallejo
    César Vallejo was a Peruvian poet, writer, and journalist renowned as one of the most innovative and influential voices in 20th-century Latin American literature.
  • 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: Heberto Castillo
Triple: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
Generated description
Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heberto Castillo
Target entity description: Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
  • A. Nicolás Guillén
    Nicolás Guillén was a prominent Cuban poet and journalist, widely regarded as the national poet of Cuba and a leading voice of Afro-Cuban literature and social protest.
  • B. Roberto Fernández Retamar
    Roberto Fernández Retamar was a prominent Cuban poet, essayist, and literary critic known for his influential work on Latin American identity and postcolonial thought.
  • C. Manuel Arturo Machado
    Manuel Arturo Machado is a Dominican-American professional baseball third baseman and multiple-time All-Star known for his power hitting and elite defense in Major League Baseball.
  • D. Octavio Paz
    Octavio Paz was a Mexican poet, essayist, and diplomat renowned for his innovative, introspective writing and awarded the 1990 Nobel Prize in Literature.
  • E. César Vallejo
    César Vallejo was a Peruvian poet, writer, and journalist renowned as one of the most innovative and influential voices in 20th-century Latin American literature.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd639dc94c8190bc033111a4199f40 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03bd47b08190a3d2a174eb2f7b2e completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be055390c08190a85f92aec34b390a completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05d5bd008190bd94bd70092e8dfd completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:16 p.m.