Triple
T6409803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ha-Joon Chang |
E127674
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Reclaiming Development: An Alternative Economic Policy Manual
Reclaiming Development: An Alternative Economic Policy Manual is a book by economist Ha-Joon Chang that critiques mainstream neoliberal development strategies and proposes heterodox, state-led alternatives for economic growth in developing countries.
|
E590704
|
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: Reclaiming Development: An Alternative Economic Policy Manual | Statement: [Ha-Joon Chang, notableWork, Reclaiming Development: An Alternative Economic Policy Manual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reclaiming Development: An Alternative Economic Policy Manual Context triple: [Ha-Joon Chang, notableWork, Reclaiming Development: An Alternative Economic Policy Manual]
-
A.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
B.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
C.
Open Society: Reforming Global Capitalism
Open Society: Reforming Global Capitalism is a book by financier and philanthropist George Soros in which he critiques modern global capitalism and advocates for more open, democratic, and regulated economic systems.
-
D.
Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
-
E.
The Dissolution of Non-Capitalist Environments
The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
- 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: Reclaiming Development: An Alternative Economic Policy Manual Triple: [Ha-Joon Chang, notableWork, Reclaiming Development: An Alternative Economic Policy Manual]
Generated description
Reclaiming Development: An Alternative Economic Policy Manual is a book by economist Ha-Joon Chang that critiques mainstream neoliberal development strategies and proposes heterodox, state-led alternatives for economic growth in developing countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Reclaiming Development: An Alternative Economic Policy Manual Target entity description: Reclaiming Development: An Alternative Economic Policy Manual is a book by economist Ha-Joon Chang that critiques mainstream neoliberal development strategies and proposes heterodox, state-led alternatives for economic growth in developing countries.
-
A.
Economics for the Common Good
Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
-
B.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
C.
Open Society: Reforming Global Capitalism
Open Society: Reforming Global Capitalism is a book by financier and philanthropist George Soros in which he critiques modern global capitalism and advocates for more open, democratic, and regulated economic systems.
-
D.
Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
-
E.
The Dissolution of Non-Capitalist Environments
The Dissolution of Non-Capitalist Environments is a section of Rosa Luxemburg’s Marxist economic work *The Accumulation of Capital* that analyzes how capitalism expands by undermining and absorbing pre-capitalist social and economic systems.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068cf81508190bc09e58ec45bc858 |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638b7582481909640965acf261dff |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b74688881909bb41db1ec89daf6 |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63be025c88190b24cf4168b8194a0 |
completed | March 27, 2026, 8:12 a.m. |
Created at: March 22, 2026, 4:41 p.m.