Triple
T2143059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | P. Chidambaram |
E47002
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Economic Reforms in India: Selected Writings
Economic Reforms in India: Selected Writings is a collection of essays and speeches by Indian politician and economist P. Chidambaram analyzing and advocating key aspects of India’s post-1991 economic liberalization.
|
E236723
|
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: Economic Reforms in India: Selected Writings | Statement: [P. Chidambaram, notableWork, Economic Reforms in India: Selected Writings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Reforms in India: Selected Writings Context triple: [P. Chidambaram, notableWork, Economic Reforms in India: Selected Writings]
-
A.
The Problem of the Rupee
The Problem of the Rupee is an influential economic treatise by B. R. Ambedkar analyzing the history, instability, and reform of India’s currency and monetary system under British rule.
-
B.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
- 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: Economic Reforms in India: Selected Writings Triple: [P. Chidambaram, notableWork, Economic Reforms in India: Selected Writings]
Generated description
Economic Reforms in India: Selected Writings is a collection of essays and speeches by Indian politician and economist P. Chidambaram analyzing and advocating key aspects of India’s post-1991 economic liberalization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Reforms in India: Selected Writings Target entity description: Economic Reforms in India: Selected Writings is a collection of essays and speeches by Indian politician and economist P. Chidambaram analyzing and advocating key aspects of India’s post-1991 economic liberalization.
-
A.
The Problem of the Rupee
The Problem of the Rupee is an influential economic treatise by B. R. Ambedkar analyzing the history, instability, and reform of India’s currency and monetary system under British rule.
-
B.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe206db0819095772af5358dca55 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b63e4081908a5d87af5d17d3c4 |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae52d29d708190809ee4d5047b2755 |
completed | March 9, 2026, 4:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae532ec8808190b1ecd8c4f66df30d |
completed | March 9, 2026, 4:57 a.m. |
Created at: March 4, 2026, 7:44 p.m.