Triple
T5939300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chilean military dictatorship |
E132124
|
entity |
| Predicate | economicAdvisersNickname |
P36354
|
FINISHED |
| Object |
Chicago Boys
The Chicago Boys were a group of Chilean economists trained at the University of Chicago who implemented radical free-market reforms under Augusto Pinochet’s military dictatorship.
|
E556500
|
NE FINISHED |
How this triple was built (5 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 | Statement: [Chilean military dictatorship, economicAdvisersNickname, Chicago Boys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicago Boys Context triple: [Chilean military dictatorship, economicAdvisersNickname, Chicago Boys]
-
A.
Chicago Outfit
The Chicago Outfit is a notorious Italian-American organized crime syndicate based in Chicago, historically one of the most powerful and influential Mafia organizations in the United States.
-
B.
Chicago (band)
Chicago is an American rock band formed in 1967, known for its jazz-infused horn section and a long string of pop and rock hits across several decades.
-
C.
South Side, Chicago
South Side, Chicago is a large, historically working-class region of Chicago known for its diverse neighborhoods, rich cultural and musical heritage, and significant role in the city’s industrial and social history.
-
D.
Chicago Winds
Chicago Winds was a short-lived professional American football franchise based in Chicago that competed in the World Football League during the 1970s.
-
E.
North Side of Chicago
The North Side of Chicago is a densely populated, largely residential and commercial area of the city known for its lakefront neighborhoods, cultural attractions, and vibrant nightlife.
- 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 Triple: [Chilean military dictatorship, economicAdvisersNickname, Chicago Boys]
Generated description
The Chicago Boys were a group of Chilean economists trained at the University of Chicago who implemented radical free-market reforms under Augusto Pinochet’s military dictatorship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chicago Boys Target entity description: The Chicago Boys were a group of Chilean economists trained at the University of Chicago who implemented radical free-market reforms under Augusto Pinochet’s military dictatorship.
-
A.
Chicago Outfit
The Chicago Outfit is a notorious Italian-American organized crime syndicate based in Chicago, historically one of the most powerful and influential Mafia organizations in the United States.
-
B.
Chicago (band)
Chicago is an American rock band formed in 1967, known for its jazz-infused horn section and a long string of pop and rock hits across several decades.
-
C.
South Side, Chicago
South Side, Chicago is a large, historically working-class region of Chicago known for its diverse neighborhoods, rich cultural and musical heritage, and significant role in the city’s industrial and social history.
-
D.
Chicago Winds
Chicago Winds was a short-lived professional American football franchise based in Chicago that competed in the World Football League during the 1970s.
-
E.
North Side of Chicago
The North Side of Chicago is a densely populated, largely residential and commercial area of the city known for its lakefront neighborhoods, cultural attractions, and vibrant nightlife.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: economicAdvisersNickname Context triple: [Chilean military dictatorship, economicAdvisersNickname, Chicago Boys]
-
A.
notableAdvisor
Indicates that one entity serves, or has served, as a significant or distinguished advisor to another entity.
-
B.
advisorOf
chosen
Indicates that one entity serves as an advisor, providing guidance or counsel, to another entity.
-
C.
financeMinister
Indicates that one entity serves as the finance minister (or equivalent chief financial/government budget official) of another entity, typically a country or jurisdiction.
-
D.
hasEconomicActor
Indicates that an entity participates in or influences an economic activity, process, or system in the role of an economic actor.
-
E.
notableCEO
Indicates that the subject is a chief executive officer who is widely recognized or distinguished in a notable way.
- F. None of above.
Provenance (6 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03f26f51881908cc253fe5775a1fc |
completed | March 22, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c0748c888190b41326eddc76db62 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c46fabf081908484ba066c25187b |
completed | March 23, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c4f21528819093a36c07e2637446 |
completed | March 23, 2026, 4:43 a.m. |
| PD | Predicate disambiguation | batch_69c03355caf08190b960563a1aed23f9 |
completed | March 22, 2026, 6:22 p.m. |
Created at: March 22, 2026, 4:01 p.m.