Triple

T15636340
Position Surface form Disambiguated ID Type / Status
Subject Chicago Boys E375953 entity
Predicate hasAlternativeName P39 FINISHED
Object Chicago Boys (Chile)
Chicago Boys (Chile) were a group of Chilean economists trained at the University of Chicago who played a central role in implementing free-market economic reforms during Augusto Pinochet’s military dictatorship.
 E1168333 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: Chicago Boys (Chile) | Statement: [Chicago Boys, hasAlternativeName, Chicago Boys (Chile)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chicago Boys (Chile)
Context triple: [Chicago Boys, hasAlternativeName, Chicago Boys (Chile)]
  • A. La Chicago Argentina
    La Chicago Argentina is the nickname of Rosario, an Argentine city known for its strong industrial base, working-class character, and vibrant cultural and political life reminiscent of early 20th-century Chicago.
  • B. Montevideo City Torque
    Montevideo City Torque is a Uruguayan professional football club based in Montevideo that competes in the country’s top divisions and is part of the global network of clubs associated with Manchester City.
  • C. Pirque
    Pirque is a rural commune and town in central Chile known for its vineyards, agricultural landscapes, and proximity to Santiago.
  • D. Cobresal
    Cobresal is a Chilean professional football club known for competing in the country’s top divisions and developing notable players such as Iván Zamorano.
  • E. Curicó
    Curicó is a city in Chile’s Maule Region known for its wine production, agriculture, and traditional Chilean culture.
  • 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: Chicago Boys (Chile)
Triple: [Chicago Boys, hasAlternativeName, Chicago Boys (Chile)]
Generated description
Chicago Boys (Chile) were a group of Chilean economists trained at the University of Chicago who played a central role in implementing free-market economic reforms during Augusto Pinochet’s military dictatorship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chicago Boys (Chile)
Target entity description: Chicago Boys (Chile) were a group of Chilean economists trained at the University of Chicago who played a central role in implementing free-market economic reforms during Augusto Pinochet’s military dictatorship.
  • A. La Chicago Argentina
    La Chicago Argentina is the nickname of Rosario, an Argentine city known for its strong industrial base, working-class character, and vibrant cultural and political life reminiscent of early 20th-century Chicago.
  • B. Montevideo City Torque
    Montevideo City Torque is a Uruguayan professional football club based in Montevideo that competes in the country’s top divisions and is part of the global network of clubs associated with Manchester City.
  • C. Pirque
    Pirque is a rural commune and town in central Chile known for its vineyards, agricultural landscapes, and proximity to Santiago.
  • D. Cobresal
    Cobresal is a Chilean professional football club known for competing in the country’s top divisions and developing notable players such as Iván Zamorano.
  • E. Curicó
    Curicó is a city in Chile’s Maule Region known for its wine production, agriculture, and traditional Chilean culture.
  • 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_69ff5f4923ac8190a03fe1f2c878c27e completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff608017d481909dab53450fbdb1e4 completed May 9, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69ff61929780819096537342305ea505 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:14 a.m.