Triple
T5860528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deepak Nayyar |
E130263
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Catch Up: Developing Countries in the World Economy
"Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
|
E550370
|
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: Catch Up: Developing Countries in the World Economy | Statement: [Deepak Nayyar, notableWork, Catch Up: Developing Countries in the World Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Catch Up: Developing Countries in the World Economy Context triple: [Deepak Nayyar, notableWork, Catch Up: Developing Countries in the World Economy]
-
A.
Shaping the World Economy
"Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
-
B.
Introduction to Modern Economic Growth
Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
-
C.
“On the Mechanics of Economic Development”
“On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
-
D.
The Political Economy of Development in India
The Political Economy of Development in India is a seminal scholarly work that analyzes India’s post-independence economic development through the lens of political institutions, class interests, and state policy.
-
E.
Perspectives on Global Development
Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
- 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: Catch Up: Developing Countries in the World Economy Triple: [Deepak Nayyar, notableWork, Catch Up: Developing Countries in the World Economy]
Generated description
"Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Catch Up: Developing Countries in the World Economy Target entity description: "Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
-
A.
Shaping the World Economy
"Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
-
B.
Introduction to Modern Economic Growth
Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
-
C.
“On the Mechanics of Economic Development”
“On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
-
D.
The Political Economy of Development in India
The Political Economy of Development in India is a seminal scholarly work that analyzes India’s post-independence economic development through the lens of political institutions, class interests, and state policy.
-
E.
Perspectives on Global Development
Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
- 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03588dd8c81909491350140ea340e |
completed | March 22, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1c70754819089081fc440ed841e |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a258fa208190a06b457e7856c338 |
completed | March 23, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a310d2d08190a8dab95f9eef2815 |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:56 p.m.