Triple
T23315879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Globalization, Economic Development and the Role of the State |
E590703
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Cambridge economist Ha-Joon Chang |
—
|
NE NERFINISHED |
How this triple was built (2 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: Cambridge economist Ha-Joon Chang | Statement: [Globalization, Economic Development and the Role of the State, associatedWith, Cambridge economist Ha-Joon Chang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge economist Ha-Joon Chang Context triple: [Globalization, Economic Development and the Role of the State, associatedWith, Cambridge economist Ha-Joon Chang]
-
A.
Ha-Joon Chang
chosen
Ha-Joon Chang is a South Korean institutional economist and author known for his critical views on free-market orthodoxy and influential works on development economics and industrial policy.
-
B.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
C.
Barry Eichengreen
Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
-
D.
Kenneth Rogoff
Kenneth Rogoff is an American economist and Harvard professor known for his influential work on international finance, monetary policy, and financial crises, and for serving as chief economist of the International Monetary Fund.
-
E.
Jeffrey Sachs
Jeffrey Sachs is an American economist known for his work on economic development, global health, and poverty reduction, and for advising governments and international organizations on economic policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d1d32188190948eb76909d1dcc3 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197816024819086c547ba89f84286 |
completed | April 29, 2026, 5:30 a.m. |
Created at: April 17, 2026, 5:06 p.m.