Triple

T19026654
Position Surface form Disambiguated ID Type / Status
Subject Pradhan Mantri Awas Yojana – Gramin E465625 entity
Predicate linkedProgramme P6928 FINISHED
Object Saubhagya scheme
The Saubhagya scheme is an Indian government initiative aimed at achieving universal household electrification by providing last-mile electricity connections to all willing rural and urban households.
E1356107 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: Saubhagya scheme | Statement: [Pradhan Mantri Awas Yojana – Gramin, linkedProgramme, Saubhagya scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saubhagya scheme
Context triple: [Pradhan Mantri Awas Yojana – Gramin, linkedProgramme, Saubhagya scheme]
  • A. Pradhan Mantri Ujjwala Yojana
    Pradhan Mantri Ujjwala Yojana is an Indian government welfare scheme that provides subsidized liquefied petroleum gas (LPG) connections to women from poor households to reduce dependence on traditional cooking fuels and improve health and environmental outcomes.
  • B. Ujjawala Scheme
    Ujjawala Scheme is an Indian government initiative aimed at preventing trafficking of women and children and providing rescue, rehabilitation, and reintegration support to victims.
  • C. Deen Dayal Upadhyaya Gram Jyoti Yojana
    Deen Dayal Upadhyaya Gram Jyoti Yojana is an Indian government rural electrification scheme aimed at strengthening power distribution and ensuring reliable electricity supply to villages.
  • D. Sansad Adarsh Gram Yojana
    Sansad Adarsh Gram Yojana is an Indian rural development initiative that encourages Members of Parliament to adopt and transform villages into model communities with improved infrastructure, services, and social outcomes.
  • E. Swadhar Greh Scheme
    Swadhar Greh Scheme is an Indian government welfare program that provides shelter, rehabilitation, and support services to women in difficult circumstances, including those who are homeless, survivors of violence, or without social and economic support.
  • 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: Saubhagya scheme
Triple: [Pradhan Mantri Awas Yojana – Gramin, linkedProgramme, Saubhagya scheme]
Generated description
The Saubhagya scheme is an Indian government initiative aimed at achieving universal household electrification by providing last-mile electricity connections to all willing rural and urban households.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saubhagya scheme
Target entity description: The Saubhagya scheme is an Indian government initiative aimed at achieving universal household electrification by providing last-mile electricity connections to all willing rural and urban households.
  • A. Pradhan Mantri Ujjwala Yojana
    Pradhan Mantri Ujjwala Yojana is an Indian government welfare scheme that provides subsidized liquefied petroleum gas (LPG) connections to women from poor households to reduce dependence on traditional cooking fuels and improve health and environmental outcomes.
  • B. Ujjawala Scheme
    Ujjawala Scheme is an Indian government initiative aimed at preventing trafficking of women and children and providing rescue, rehabilitation, and reintegration support to victims.
  • C. Deen Dayal Upadhyaya Gram Jyoti Yojana
    Deen Dayal Upadhyaya Gram Jyoti Yojana is an Indian government rural electrification scheme aimed at strengthening power distribution and ensuring reliable electricity supply to villages.
  • D. Sansad Adarsh Gram Yojana
    Sansad Adarsh Gram Yojana is an Indian rural development initiative that encourages Members of Parliament to adopt and transform villages into model communities with improved infrastructure, services, and social outcomes.
  • E. Swadhar Greh Scheme
    Swadhar Greh Scheme is an Indian government welfare program that provides shelter, rehabilitation, and support services to women in difficult circumstances, including those who are homeless, survivors of violence, or without social and economic support.
  • 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d73cace0819096bdac6dc8c17253 completed April 20, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c545b5f8819096301f25fc1d7a75 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c7b340f0819089dbbd5a6b319f25 completed May 14, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a05c812eba081909a0fcb9dbadbb428 completed May 14, 2026, 1:03 p.m.
Created at: April 10, 2026, 12:02 p.m.