Triple

T15636309
Position Surface form Disambiguated ID Type / Status
Subject Chicago Boys E375953 entity
Predicate notableMember P10 FINISHED
Object Sergio de Castro
Sergio de Castro is a Chilean economist best known for serving as a leading architect of the country’s neoliberal economic reforms under Augusto Pinochet.
 E1178222 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: Sergio de Castro | Statement: [Chicago Boys, notableMember, Sergio de Castro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sergio de Castro
Context triple: [Chicago Boys, notableMember, Sergio de Castro]
  • A. Pedro Emilio Castro
    Pedro Emilio Castro is a lesser-known member of the Castro family of Cuba, related to prominent figures such as Juanita Castro and her revolutionary brothers.
  • B. Fernando Porta
    Fernando Porta was the husband of Danish painter and illustrator Gerda Wegener, known primarily in historical records for his marital connection to her.
  • C. Nestor Paiva
    Nestor Paiva was an American character actor known for his prolific work in mid-20th-century film and television, often appearing in comedies, Westerns, and genre pictures.
  • D. Horacio Oliveira
    Horacio Oliveira is the introspective, alienated intellectual protagonist of Julio Cortázar’s novel "Rayuela" ("Hopscotch"), known for his existential wanderings through Paris and Buenos Aires.
  • E. Pedro Horrach
    Pedro Horrach is a Spanish public prosecutor known for his prominent role in high-profile corruption investigations, including the Nóos case involving members of the Spanish royal family.
  • 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: Sergio de Castro
Triple: [Chicago Boys, notableMember, Sergio de Castro]
Generated description
Sergio de Castro is a Chilean economist best known for serving as a leading architect of the country’s neoliberal economic reforms under Augusto Pinochet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sergio de Castro
Target entity description: Sergio de Castro is a Chilean economist best known for serving as a leading architect of the country’s neoliberal economic reforms under Augusto Pinochet.
  • A. Pedro Emilio Castro
    Pedro Emilio Castro is a lesser-known member of the Castro family of Cuba, related to prominent figures such as Juanita Castro and her revolutionary brothers.
  • B. Fernando Porta
    Fernando Porta was the husband of Danish painter and illustrator Gerda Wegener, known primarily in historical records for his marital connection to her.
  • C. Nestor Paiva
    Nestor Paiva was an American character actor known for his prolific work in mid-20th-century film and television, often appearing in comedies, Westerns, and genre pictures.
  • D. Horacio Oliveira
    Horacio Oliveira is the introspective, alienated intellectual protagonist of Julio Cortázar’s novel "Rayuela" ("Hopscotch"), known for his existential wanderings through Paris and Buenos Aires.
  • E. Pedro Horrach
    Pedro Horrach is a Spanish public prosecutor known for his prominent role in high-profile corruption investigations, including the Nóos case involving members of the Spanish royal family.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb8b4c48190b80fea6877483089 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff997e13e4819080a39f59172ab99c completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9a0fdf388190b2742e19f307c570 completed May 9, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff9a77d6d88190817158c30c56d70c completed May 9, 2026, 8:35 p.m.
Created at: April 10, 2026, 4:14 a.m.