Triple

T4686661
Position Surface form Disambiguated ID Type / Status
Subject Smart Cities Mission E103935 entity
Predicate relatedProgram P37 FINISHED
Object Atal Mission for Rejuvenation and Urban Transformation
Atal Mission for Rejuvenation and Urban Transformation (AMRUT) is an Indian government urban renewal program focused on improving basic infrastructure and services such as water supply, sewerage, and green spaces in cities to enhance livability and sustainable urban development.
E460883 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: Atal Mission for Rejuvenation and Urban Transformation | Statement: [Smart Cities Mission, relatedProgram, Atal Mission for Rejuvenation and Urban Transformation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atal Mission for Rejuvenation and Urban Transformation
Context triple: [Smart Cities Mission, relatedProgram, Atal Mission for Rejuvenation and Urban Transformation]
  • A. 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.
  • B. 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.
  • C. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • D. 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.
  • E. NITI Aayog
    NITI Aayog is the Government of India’s premier policy think tank responsible for driving cooperative federalism and formulating long-term economic and developmental strategies.
  • 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: Atal Mission for Rejuvenation and Urban Transformation
Triple: [Smart Cities Mission, relatedProgram, Atal Mission for Rejuvenation and Urban Transformation]
Generated description
Atal Mission for Rejuvenation and Urban Transformation (AMRUT) is an Indian government urban renewal program focused on improving basic infrastructure and services such as water supply, sewerage, and green spaces in cities to enhance livability and sustainable urban development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atal Mission for Rejuvenation and Urban Transformation
Target entity description: Atal Mission for Rejuvenation and Urban Transformation (AMRUT) is an Indian government urban renewal program focused on improving basic infrastructure and services such as water supply, sewerage, and green spaces in cities to enhance livability and sustainable urban development.
  • A. 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.
  • B. 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.
  • C. Kalpasar project
    The Kalpasar project is a proposed large-scale dam and freshwater reservoir scheme in Gujarat, India, intended to store Narmada River waters, provide irrigation and drinking water, and improve regional infrastructure.
  • D. 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.
  • E. NITI Aayog
    NITI Aayog is the Government of India’s premier policy think tank responsible for driving cooperative federalism and formulating long-term economic and developmental strategies.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd638593048190ad4af82f735d467a completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b3b0208190bb307cdd53f44306 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be044180a081908df9bdac583197e9 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04af089c8190b6b0dfae4bb71b4a completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:16 p.m.