Triple

T18985004
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Rural Development (India) E464533 entity
Predicate overseesProgram P86 FINISHED
Object Shyama Prasad Mukherji Rurban Mission
Shyama Prasad Mukherji Rurban Mission is an Indian government initiative aimed at developing rural areas by providing urban-like infrastructure and economic opportunities while preserving their rural character.
E1352370 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: Shyama Prasad Mukherji Rurban Mission | Statement: [Ministry of Rural Development (India), overseesProgram, Shyama Prasad Mukherji Rurban Mission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shyama Prasad Mukherji Rurban Mission
Context triple: [Ministry of Rural Development (India), overseesProgram, Shyama Prasad Mukherji Rurban Mission]
  • A. Jawaharlal Nehru National Urban Renewal Mission
    Jawaharlal Nehru National Urban Renewal Mission was a flagship Government of India program launched to modernize and improve infrastructure and governance in cities across the country.
  • B. 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.
  • C. 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.
  • D. Yug Nirman Yojana
    Yug Nirman Yojana is a socio-spiritual reform movement initiated by the Gayatri Parivar to promote moral, cultural, and social upliftment in modern society.
  • E. 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.
  • 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: Shyama Prasad Mukherji Rurban Mission
Triple: [Ministry of Rural Development (India), overseesProgram, Shyama Prasad Mukherji Rurban Mission]
Generated description
Shyama Prasad Mukherji Rurban Mission is an Indian government initiative aimed at developing rural areas by providing urban-like infrastructure and economic opportunities while preserving their rural character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shyama Prasad Mukherji Rurban Mission
Target entity description: Shyama Prasad Mukherji Rurban Mission is an Indian government initiative aimed at developing rural areas by providing urban-like infrastructure and economic opportunities while preserving their rural character.
  • A. Jawaharlal Nehru National Urban Renewal Mission
    Jawaharlal Nehru National Urban Renewal Mission was a flagship Government of India program launched to modernize and improve infrastructure and governance in cities across the country.
  • B. 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.
  • C. 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.
  • D. Yug Nirman Yojana
    Yug Nirman Yojana is a socio-spiritual reform movement initiated by the Gayatri Parivar to promote moral, cultural, and social upliftment in modern society.
  • E. 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.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d65ec0bc8190b878252b1b4c3620 completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad43dbb88190a34ff757ca925cbf completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05aedf05c4819096ac6a61ada4b310 completed May 14, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05afe523208190a97142cd8e3b887b completed May 14, 2026, 11:20 a.m.
Created at: April 10, 2026, 12:01 p.m.