Triple

T5917552
Position Surface form Disambiguated ID Type / Status
Subject Montek Singh Ahluwalia E131617 entity
Predicate workedOn P3 FINISHED
Object Five-Year Plans of India
The Five-Year Plans of India were a series of centralized, government-led economic programs that guided the country’s development priorities and resource allocation over successive five-year periods from 1951 to 2017.
E556872 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: Five-Year Plans of India | Statement: [Montek Singh Ahluwalia, workedOn, Five-Year Plans of India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Five-Year Plans of India
Context triple: [Montek Singh Ahluwalia, workedOn, Five-Year Plans of India]
  • A. First Five-Year Plan of India
    The First Five-Year Plan of India was the country’s inaugural national economic program (1951–1956), focused primarily on agricultural development, irrigation, and restoring the economy after independence and Partition.
  • B. Second Five-Year Plan of India
    The Second Five-Year Plan of India was a national economic program (1956–1961) that emphasized rapid industrialization and the development of heavy industries under a socialist-inspired, state-led growth strategy.
  • C. Third Five-Year Plan of India
    The Third Five-Year Plan of India was a national economic program (1961–1966) that prioritized self-reliance through rapid industrialization and agricultural expansion, especially via the Green Revolution.
  • D. Fourth Five-Year Plan of India
    The Fourth Five-Year Plan of India was a national economic program (1969–1974) focused on growth with stability and progressive reduction of poverty, emphasizing self-reliance and agricultural and industrial development.
  • E. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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: Five-Year Plans of India
Triple: [Montek Singh Ahluwalia, workedOn, Five-Year Plans of India]
Generated description
The Five-Year Plans of India were a series of centralized, government-led economic programs that guided the country’s development priorities and resource allocation over successive five-year periods from 1951 to 2017.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Five-Year Plans of India
Target entity description: The Five-Year Plans of India were a series of centralized, government-led economic programs that guided the country’s development priorities and resource allocation over successive five-year periods from 1951 to 2017.
  • A. First Five-Year Plan of India
    The First Five-Year Plan of India was the country’s inaugural national economic program (1951–1956), focused primarily on agricultural development, irrigation, and restoring the economy after independence and Partition.
  • B. Second Five-Year Plan of India
    The Second Five-Year Plan of India was a national economic program (1956–1961) that emphasized rapid industrialization and the development of heavy industries under a socialist-inspired, state-led growth strategy.
  • C. Third Five-Year Plan of India
    The Third Five-Year Plan of India was a national economic program (1961–1966) that prioritized self-reliance through rapid industrialization and agricultural expansion, especially via the Green Revolution.
  • D. Fourth Five-Year Plan of India
    The Fourth Five-Year Plan of India was a national economic program (1969–1974) focused on growth with stability and progressive reduction of poverty, emphasizing self-reliance and agricultural and industrial development.
  • E. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037feb9d8819089bf68e3a4a53534 completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c033d59481909495192af85307b7 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1bf78908190933360b1099b1444 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c240c3ac8190895c621c3d326bfd completed March 23, 2026, 4:32 a.m.
Created at: March 22, 2026, 3:59 p.m.