Triple
T5235658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pranab Bardhan |
E118213
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Globalization, Democracy and Corruption
"Globalization, Democracy and Corruption" is a scholarly work by economist Pranab Bardhan that analyzes how global economic integration interacts with democratic institutions and corruption in developing countries.
|
E505414
|
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: Globalization, Democracy and Corruption | Statement: [Pranab Bardhan, notableWork, Globalization, Democracy and Corruption]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Globalization, Democracy and Corruption Context triple: [Pranab Bardhan, notableWork, Globalization, Democracy and Corruption]
-
A.
In Defense of Globalization
In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
-
B.
Scales of Justice: Reimagining Political Space in a Globalizing World
Scales of Justice: Reimagining Political Space in a Globalizing World is a political theory book by Nancy Fraser that rethinks concepts of justice, democracy, and representation beyond the boundaries of the nation-state in the context of globalization.
-
C.
Globalization and Its Discontents
Globalization and Its Discontents is an influential book by economist Joseph Stiglitz that critically examines how international financial institutions and neoliberal policies have shaped globalization, often to the detriment of developing countries.
-
D.
Labyrinths of Democracy
Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
-
E.
Fighting Corruption Is Dangerous: The Story Behind the Headlines
Fighting Corruption Is Dangerous: The Story Behind the Headlines is a memoir by Nigerian economist and former finance minister Ngozi Okonjo-Iweala recounting her experiences and risks faced while leading anti-corruption efforts in Nigeria.
- 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: Globalization, Democracy and Corruption Triple: [Pranab Bardhan, notableWork, Globalization, Democracy and Corruption]
Generated description
"Globalization, Democracy and Corruption" is a scholarly work by economist Pranab Bardhan that analyzes how global economic integration interacts with democratic institutions and corruption in developing countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Globalization, Democracy and Corruption Target entity description: "Globalization, Democracy and Corruption" is a scholarly work by economist Pranab Bardhan that analyzes how global economic integration interacts with democratic institutions and corruption in developing countries.
-
A.
In Defense of Globalization
In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
-
B.
Scales of Justice: Reimagining Political Space in a Globalizing World
Scales of Justice: Reimagining Political Space in a Globalizing World is a political theory book by Nancy Fraser that rethinks concepts of justice, democracy, and representation beyond the boundaries of the nation-state in the context of globalization.
-
C.
Globalization and Its Discontents
Globalization and Its Discontents is an influential book by economist Joseph Stiglitz that critically examines how international financial institutions and neoliberal policies have shaped globalization, often to the detriment of developing countries.
-
D.
Labyrinths of Democracy
Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
-
E.
Fighting Corruption Is Dangerous: The Story Behind the Headlines
Fighting Corruption Is Dangerous: The Story Behind the Headlines is a memoir by Nigerian economist and former finance minister Ngozi Okonjo-Iweala recounting her experiences and risks faced while leading anti-corruption efforts in Nigeria.
- 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b064b6881909f5746f55aa422c6 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef81cca948190ab00302787367f43 |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69befa15850481908fd414672620e0a3 |
completed | March 21, 2026, 8:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69befa65a42c81908b8fe5661e9567cb |
completed | March 21, 2026, 8:07 p.m. |
Created at: March 20, 2026, 1:49 p.m.