Triple
T22266828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Resurgent Asia: Diversity in Development |
E550371
|
entity |
| Predicate | hasAuthorBackground |
P938
|
FINISHED |
| Object | Deepak Nayyar specializes in development economics |
—
|
NE NERFINISHED |
How this triple was built (3 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: Deepak Nayyar specializes in development economics | Statement: [Resurgent Asia: Diversity in Development, hasAuthorBackground, Deepak Nayyar specializes in development economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deepak Nayyar specializes in development economics Context triple: [Resurgent Asia: Diversity in Development, hasAuthorBackground, Deepak Nayyar specializes in development economics]
-
A.
Abdul Latif Jameel Professor of Poverty Alleviation and Development Economics
The Abdul Latif Jameel Professor of Poverty Alleviation and Development Economics is a prestigious endowed chair at MIT focused on rigorous research and policy innovation to reduce global poverty.
-
B.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
C.
Arvind Panagariya
Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
-
D.
IG Patel Professor of Economics and Government
The IG Patel Professor of Economics and Government is a prestigious academic chair at the London School of Economics focused on the intersection of economic policy and public governance.
-
E.
Development Economics Vice Presidency of the World Bank
The Development Economics Vice Presidency of the World Bank is the institution’s central research and analytical arm, responsible for generating flagship studies and economic insights that guide global development policy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deepak Nayyar specializes in development economics Target entity description: Deepak Nayyar is an Indian economist and academic renowned for his work on development and international economics, particularly focusing on Asia’s economic transformation.
-
A.
Abdul Latif Jameel Professor of Poverty Alleviation and Development Economics
The Abdul Latif Jameel Professor of Poverty Alleviation and Development Economics is a prestigious endowed chair at MIT focused on rigorous research and policy innovation to reduce global poverty.
-
B.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
C.
Arvind Panagariya
Arvind Panagariya is an Indian-American economist and policy expert known for his work on trade and development economics and for serving in top economic advisory roles in the Indian government.
-
D.
IG Patel Professor of Economics and Government
The IG Patel Professor of Economics and Government is a prestigious academic chair at the London School of Economics focused on the intersection of economic policy and public governance.
-
E.
Development Economics Vice Presidency of the World Bank
The Development Economics Vice Presidency of the World Bank is the institution’s central research and analytical arm, responsible for generating flagship studies and economic insights that guide global development policy.
- F. None of above. chosen
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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141bc458c81909837373d749b915d |
completed | April 28, 2026, 11:24 p.m. |
Created at: April 16, 2026, 8:39 p.m.