Triple
T1106713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NITI Aayog |
E25501
|
entity |
| Predicate | notableInitiative |
P8026
|
FINISHED |
| Object |
Aspirational Districts Programme
The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
|
E126561
|
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: Aspirational Districts Programme | Statement: [NITI Aayog, notableInitiative, Aspirational Districts Programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aspirational Districts Programme Context triple: [NITI Aayog, notableInitiative, Aspirational Districts Programme]
-
A.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
B.
Pradhan Mantri Awas Yojana – Urban
Pradhan Mantri Awas Yojana – Urban is a flagship Indian government housing scheme aimed at providing affordable housing in urban areas, particularly for the economically weaker sections and low-income groups.
-
C.
Swachh Bharat Mission – Urban
Swachh Bharat Mission – Urban is a flagship Indian government initiative aimed at achieving comprehensive urban sanitation and cleanliness, including elimination of open defecation and scientific solid waste management in cities and towns.
-
D.
Scottish new towns programme
The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
-
E.
Centre for Cities
The Centre for Cities is a UK-based think tank focused on researching and promoting policies to improve the economic performance of British cities.
- 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: Aspirational Districts Programme Triple: [NITI Aayog, notableInitiative, Aspirational Districts Programme]
Generated description
The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aspirational Districts Programme Target entity description: The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
-
A.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
B.
Pradhan Mantri Awas Yojana – Urban
Pradhan Mantri Awas Yojana – Urban is a flagship Indian government housing scheme aimed at providing affordable housing in urban areas, particularly for the economically weaker sections and low-income groups.
-
C.
Swachh Bharat Mission – Urban
Swachh Bharat Mission – Urban is a flagship Indian government initiative aimed at achieving comprehensive urban sanitation and cleanliness, including elimination of open defecation and scientific solid waste management in cities and towns.
-
D.
Scottish new towns programme
The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
-
E.
Centre for Cities
The Centre for Cities is a UK-based think tank focused on researching and promoting policies to improve the economic performance of British cities.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9e339f88190afc027216e95d2f7 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c4cee1881909ca8af01f22bb8bb |
completed | March 7, 2026, 4:03 p.m. |
| NEDg | Description generation | batch_69ac4d1d58ac8190b1fc39a28aff8c46 |
completed | March 7, 2026, 4:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4d90c3dc819092f6be4888851477 |
completed | March 7, 2026, 4:08 p.m. |
Created at: March 1, 2026, 7:43 p.m.