Triple
T3647560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | José Piñera |
E77336
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Chicago Boys (group of Chilean free-market economists)
The Chicago Boys were a group of Chilean economists trained at the University of Chicago who became influential in implementing radical free-market reforms during Augusto Pinochet’s military regime.
|
E375953
|
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 (group of Chilean free-market economists) | Statement: [José Piñera, memberOf, Chicago Boys (group of Chilean free-market economists)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicago Boys (group of Chilean free-market economists) Context triple: [José Piñera, memberOf, Chicago Boys (group of Chilean free-market economists)]
-
A.
Chicago School economics
Chicago School economics is a free-market-oriented school of economic thought, centered at the University of Chicago, known for its strong advocacy of limited government intervention, monetarism, and rational expectations.
-
B.
Laffer Associates
Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
-
C.
Becker Friedman Institute for Research in Economics
The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
-
D.
Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
-
E.
Milton and Rose D. Friedman Foundation for Educational Choice
The Milton and Rose D. Friedman Foundation for Educational Choice is a nonprofit organization dedicated to advancing school choice and educational freedom through research, advocacy, and policy development.
- 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 (group of Chilean free-market economists) Triple: [José Piñera, memberOf, Chicago Boys (group of Chilean free-market economists)]
Generated description
The Chicago Boys were a group of Chilean economists trained at the University of Chicago who became influential in implementing radical free-market reforms during Augusto Pinochet’s military regime.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chicago Boys (group of Chilean free-market economists) Target entity description: The Chicago Boys were a group of Chilean economists trained at the University of Chicago who became influential in implementing radical free-market reforms during Augusto Pinochet’s military regime.
-
A.
Chicago School economics
Chicago School economics is a free-market-oriented school of economic thought, centered at the University of Chicago, known for its strong advocacy of limited government intervention, monetarism, and rational expectations.
-
B.
Laffer Associates
Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
-
C.
Becker Friedman Institute for Research in Economics
The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
-
D.
Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
-
E.
Milton and Rose D. Friedman Foundation for Educational Choice
The Milton and Rose D. Friedman Foundation for Educational Choice is a nonprofit organization dedicated to advancing school choice and educational freedom through research, advocacy, and policy development.
- 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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc38aa2388190bf1af926375e2433 |
completed | March 8, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f394f9c8190881edc18b544dbb7 |
completed | March 13, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69b45347e364819080c0dac755405462 |
completed | March 13, 2026, 6:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45f4640e881909b0e3b68cb899669 |
completed | March 13, 2026, 7:02 p.m. |
Created at: March 8, 2026, 3:24 p.m.