Triple
T22967084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D. R. Gadgil |
E571074
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object | Gadgil formula for allocation of central assistance to states in India |
—
|
NE NERFINISHED |
How this triple was built (3 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: Gadgil formula for allocation of central assistance to states in India | Statement: [D. R. Gadgil, notableFor, Gadgil formula for allocation of central assistance to states in India]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gadgil formula for allocation of central assistance to states in India Context triple: [D. R. Gadgil, notableFor, Gadgil formula for allocation of central assistance to states in India]
-
A.
Non-Lapsable Central Pool of Resources for North Eastern Region
The Non-Lapsable Central Pool of Resources for North Eastern Region is a dedicated central funding mechanism aimed at financing and accelerating development projects and infrastructure in India’s North Eastern states.
-
B.
Lakdawala Committee methodology for poverty estimation
The Lakdawala Committee methodology for poverty estimation is an earlier official approach used in India that defined poverty lines primarily on the basis of calorie norms and state-specific price indices to measure the proportion of people living below the poverty line.
-
C.
Dahsala system of revenue assessment
The Dahsala system of revenue assessment was a standardized land revenue scheme introduced in Mughal India that calculated taxes based on average produce and prices over a ten-year period to ensure more equitable and predictable taxation.
-
D.
Establishing a formal housing finance institution in India
Establishing a formal housing finance institution in India refers to H. T. Parekh’s pioneering work in creating an organized, large-scale system for providing housing finance, which laid the foundation for India’s modern mortgage and housing finance sector.
-
E.
Disinvestment policy of the Government of India
The Disinvestment policy of the Government of India is a strategic framework for reducing the government’s stake in public sector enterprises to promote efficiency, generate revenue, and encourage wider public ownership.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gadgil formula for allocation of central assistance to states in India Target entity description: The Gadgil formula is a planning commission-devised mechanism that allocates India’s central development assistance among states based on criteria such as population, per capita income, and special problems to promote balanced regional growth.
-
A.
Non-Lapsable Central Pool of Resources for North Eastern Region
The Non-Lapsable Central Pool of Resources for North Eastern Region is a dedicated central funding mechanism aimed at financing and accelerating development projects and infrastructure in India’s North Eastern states.
-
B.
Lakdawala Committee methodology for poverty estimation
The Lakdawala Committee methodology for poverty estimation is an earlier official approach used in India that defined poverty lines primarily on the basis of calorie norms and state-specific price indices to measure the proportion of people living below the poverty line.
-
C.
Dahsala system of revenue assessment
The Dahsala system of revenue assessment was a standardized land revenue scheme introduced in Mughal India that calculated taxes based on average produce and prices over a ten-year period to ensure more equitable and predictable taxation.
-
D.
Establishing a formal housing finance institution in India
Establishing a formal housing finance institution in India refers to H. T. Parekh’s pioneering work in creating an organized, large-scale system for providing housing finance, which laid the foundation for India’s modern mortgage and housing finance sector.
-
E.
Disinvestment policy of the Government of India
The Disinvestment policy of the Government of India is a strategic framework for reducing the government’s stake in public sector enterprises to promote efficiency, generate revenue, and encourage wider public ownership.
- F. None of above. chosen
Provenance (2 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_69e245b2c6548190a0e4c7f2f7df2d48 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1822f57088190addc6857063b4cca |
completed | April 29, 2026, 3:59 a.m. |
Created at: April 17, 2026, 3:48 p.m.