Triple
T7063082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Krishna Bharadwaj |
E164269
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Production Conditions in Indian Agriculture
"Production Conditions in Indian Agriculture" is an influential economic study by Krishna Bharadwaj that analyzes the structural and institutional factors shaping agricultural productivity and rural class relations in India.
|
E638467
|
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: Production Conditions in Indian Agriculture | Statement: [Krishna Bharadwaj, notableWork, Production Conditions in Indian Agriculture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Production Conditions in Indian Agriculture Context triple: [Krishna Bharadwaj, notableWork, Production Conditions in Indian Agriculture]
-
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.
Transforming Traditional Agriculture
Transforming Traditional Agriculture is an influential economic study by Theodore Schultz that analyzes how to increase productivity and modernize subsistence farming in developing countries.
-
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.
Economic Growth and its Sources in India
"Economic Growth and its Sources in India" is a scholarly work that analyzes the patterns, drivers, and structural determinants of India's economic growth over time.
-
E.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
- 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: Production Conditions in Indian Agriculture Triple: [Krishna Bharadwaj, notableWork, Production Conditions in Indian Agriculture]
Generated description
"Production Conditions in Indian Agriculture" is an influential economic study by Krishna Bharadwaj that analyzes the structural and institutional factors shaping agricultural productivity and rural class relations in India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Production Conditions in Indian Agriculture Target entity description: "Production Conditions in Indian Agriculture" is an influential economic study by Krishna Bharadwaj that analyzes the structural and institutional factors shaping agricultural productivity and rural class relations in India.
-
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.
Transforming Traditional Agriculture
Transforming Traditional Agriculture is an influential economic study by Theodore Schultz that analyzes how to increase productivity and modernize subsistence farming in developing countries.
-
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.
Economic Growth and its Sources in India
"Economic Growth and its Sources in India" is a scholarly work that analyzes the patterns, drivers, and structural determinants of India's economic growth over time.
-
E.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e45cf7488190a7ff15665e283c37 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788ba7af88190aeaf3205255af8ad |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c7892a387c8190856eac695fbcfb02 |
completed | March 28, 2026, 7:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789bc4fa081908cf40ec8ff189b90 |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:38 p.m.