Triple
T6508723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo 93 |
E150074
|
entity |
| Predicate | theme |
P261
|
FINISHED |
| Object |
The Challenge of a New Road of Development
"The Challenge of a New Road of Development" was the central theme of Expo 93, focusing on sustainable progress, innovation, and new pathways for global development.
|
E601283
|
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: The Challenge of a New Road of Development | Statement: [Expo 93, theme, The Challenge of a New Road of Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Challenge of a New Road of Development Context triple: [Expo 93, theme, The Challenge of a New Road of Development]
-
A.
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.
-
B.
Resurgent Asia: Diversity in Development
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
-
C.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
D.
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.
-
E.
Liberalization and Development
"Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging 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: The Challenge of a New Road of Development Triple: [Expo 93, theme, The Challenge of a New Road of Development]
Generated description
"The Challenge of a New Road of Development" was the central theme of Expo 93, focusing on sustainable progress, innovation, and new pathways for global development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Challenge of a New Road of Development Target entity description: "The Challenge of a New Road of Development" was the central theme of Expo 93, focusing on sustainable progress, innovation, and new pathways for global development.
-
A.
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.
-
B.
Resurgent Asia: Diversity in Development
Resurgent Asia: Diversity in Development is a scholarly book by economist Deepak Nayyar that analyzes Asia’s economic rise, emphasizing the varied historical paths, policies, and development experiences across Asian countries.
-
C.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
D.
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.
-
E.
Liberalization and Development
"Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging 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_69c687ef291081909d437f035eef1cda |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69f386aa08190bfc8592a92ec6339 |
completed | March 27, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb5782fc8190a56b714bbc007490 |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd88f66c81909b364a816aeee8bf |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce3a53cc8190a40d696a22ec65f4 |
completed | March 27, 2026, 6:36 p.m. |
Created at: March 27, 2026, 1:43 p.m.