Triple

T6399728
Position Surface form Disambiguated ID Type / Status
Subject Ignited Minds E144030 entity
Predicate associatedWith P37 FINISHED
Object Vision 2020 for India
Vision 2020 for India is a developmental roadmap popularized by A.P.J. Abdul Kalam that outlines a strategic vision for transforming India into a developed and prosperous nation by the year 2020.
E591107 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: Vision 2020 for India | Statement: [Ignited Minds, associatedWith, Vision 2020 for India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vision 2020 for India
Context triple: [Ignited Minds, associatedWith, Vision 2020 for India]
  • A. Twelfth Five-Year Plan of India
    The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.
  • B. Eleventh Five-Year Plan of India
    The Eleventh Five-Year Plan of India was a national economic and social development strategy (2007–2012) focused on inclusive growth, poverty reduction, and improvements in education, health, and infrastructure.
  • C. Tenth Five-Year Plan of India
    The Tenth Five-Year Plan of India was a national economic development strategy (2002–2007) focused on achieving higher growth, reducing poverty, and improving human development indicators across the country.
  • D. Ninth Five-Year Plan of India
    The Ninth Five-Year Plan of India was a national economic development strategy implemented from 1997 to 2002, focusing on growth with social justice, poverty reduction, and strengthening the role of the public sector alongside market reforms.
  • E. Eighth Five-Year Plan of India
    The Eighth Five-Year Plan of India was a national economic development strategy implemented in the early 1990s that emphasized liberalization, modernization, and human resource development in the post-reform era.
  • 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: Vision 2020 for India
Triple: [Ignited Minds, associatedWith, Vision 2020 for India]
Generated description
Vision 2020 for India is a developmental roadmap popularized by A.P.J. Abdul Kalam that outlines a strategic vision for transforming India into a developed and prosperous nation by the year 2020.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vision 2020 for India
Target entity description: Vision 2020 for India is a developmental roadmap popularized by A.P.J. Abdul Kalam that outlines a strategic vision for transforming India into a developed and prosperous nation by the year 2020.
  • A. Twelfth Five-Year Plan of India
    The Twelfth Five-Year Plan of India was the country’s national development blueprint for 2012–2017, focusing on faster, more inclusive, and sustainable economic growth across key sectors.
  • B. Eleventh Five-Year Plan of India
    The Eleventh Five-Year Plan of India was a national economic and social development strategy (2007–2012) focused on inclusive growth, poverty reduction, and improvements in education, health, and infrastructure.
  • C. Tenth Five-Year Plan of India
    The Tenth Five-Year Plan of India was a national economic development strategy (2002–2007) focused on achieving higher growth, reducing poverty, and improving human development indicators across the country.
  • D. Ninth Five-Year Plan of India
    The Ninth Five-Year Plan of India was a national economic development strategy implemented from 1997 to 2002, focusing on growth with social justice, poverty reduction, and strengthening the role of the public sector alongside market reforms.
  • E. Eighth Five-Year Plan of India
    The Eighth Five-Year Plan of India was a national economic development strategy implemented in the early 1990s that emphasized liberalization, modernization, and human resource development in the post-reform era.
  • 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_69c008dc56fc81908d43ffcc11d73bdd completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c068994354819086cd51b661137f5a completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6389fe9608190adc68f3ad5b0471a completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63a17cf44819099401c8f95af7061 completed March 27, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_69c63a79df9c819088b222a73e763e82 completed March 27, 2026, 8:06 a.m.
Created at: March 22, 2026, 4:35 p.m.