Triple
T8499534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Varun Gandhi |
E201179
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
A Rural Manifesto: Realizing India’s Future Through Her Villages
"A Rural Manifesto: Realizing India’s Future Through Her Villages" is a book by Indian politician Varun Gandhi that examines rural distress and proposes policy solutions to transform India’s villages and drive inclusive national development.
|
E737902
|
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: A Rural Manifesto: Realizing India’s Future Through Her Villages | Statement: [Varun Gandhi, notableWork, A Rural Manifesto: Realizing India’s Future Through Her Villages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Rural Manifesto: Realizing India’s Future Through Her Villages Context triple: [Varun Gandhi, notableWork, A Rural Manifesto: Realizing India’s Future Through Her Villages]
-
A.
Poverty, Agrarian Structure and Political Economy in India
Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
-
B.
India: Economic Development and Social Opportunity
"India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
-
C.
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.
-
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.
India’s Long Road: The Search for Prosperity
India’s Long Road: The Search for Prosperity is a non-fiction book that analyzes India’s post-independence economic development and outlines policy reforms needed to achieve sustained, inclusive growth.
- 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: A Rural Manifesto: Realizing India’s Future Through Her Villages Triple: [Varun Gandhi, notableWork, A Rural Manifesto: Realizing India’s Future Through Her Villages]
Generated description
"A Rural Manifesto: Realizing India’s Future Through Her Villages" is a book by Indian politician Varun Gandhi that examines rural distress and proposes policy solutions to transform India’s villages and drive inclusive national development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Rural Manifesto: Realizing India’s Future Through Her Villages Target entity description: "A Rural Manifesto: Realizing India’s Future Through Her Villages" is a book by Indian politician Varun Gandhi that examines rural distress and proposes policy solutions to transform India’s villages and drive inclusive national development.
-
A.
Poverty, Agrarian Structure and Political Economy in India
Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
-
B.
India: Economic Development and Social Opportunity
"India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
-
C.
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.
-
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.
India’s Long Road: The Search for Prosperity
India’s Long Road: The Search for Prosperity is a non-fiction book that analyzes India’s post-independence economic development and outlines policy reforms needed to achieve sustained, inclusive growth.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5984d7481908c41c57bef9cf254 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e14c3d081908e98d5d7ad74716d |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce4f587a7081908c357f82bc28a1aa |
completed | April 2, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce5059e0f48190b8ff08253337f430 |
completed | April 2, 2026, 11:17 a.m. |
Created at: March 30, 2026, 6:14 p.m.