Triple

T13652220
Position Surface form Disambiguated ID Type / Status
Subject S. Gopalakrishnan E326767 entity
Predicate alsoKnownAs P39 FINISHED
Object Senapathy Gopalakrishnan
Senapathy Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest and most influential IT services companies.
E1057911 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: Senapathy Gopalakrishnan | Statement: [S. Gopalakrishnan, alsoKnownAs, Senapathy Gopalakrishnan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Senapathy Gopalakrishnan
Context triple: [S. Gopalakrishnan, alsoKnownAs, Senapathy Gopalakrishnan]
  • A. Mohan Kumaramangalam
    Mohan Kumaramangalam was an Indian politician and lawyer who served as a prominent minister in Indira Gandhi’s cabinet and was known for his role in shaping industrial and economic policy in the late 1960s and early 1970s.
  • B. Pulapre Balakrishnan
    Pulapre Balakrishnan is an Indian economist and academic known for his work on macroeconomic policy, growth, and development, and for his contributions to public discourse on the Indian economy.
  • C. Sundaresh Menon
    Sundaresh Menon is a Singaporean jurist who serves as the country’s top judge and head of its judiciary.
  • D. Venkataramanan Balakrishnan
    Venkataramanan Balakrishnan is an engineer and academic known for his contributions to control theory and optimization, including collaborative work with Stephen P. Boyd.
  • E. Maruthur Gopalan Ramachandran
    Maruthur Gopalan Ramachandran was a hugely influential Indian film actor and politician who served as the Chief Minister of Tamil Nadu and became a major cultural and political icon in the state.
  • 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: Senapathy Gopalakrishnan
Triple: [S. Gopalakrishnan, alsoKnownAs, Senapathy Gopalakrishnan]
Generated description
Senapathy Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest and most influential IT services companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Senapathy Gopalakrishnan
Target entity description: Senapathy Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest and most influential IT services companies.
  • A. Mohan Kumaramangalam
    Mohan Kumaramangalam was an Indian politician and lawyer who served as a prominent minister in Indira Gandhi’s cabinet and was known for his role in shaping industrial and economic policy in the late 1960s and early 1970s.
  • B. Pulapre Balakrishnan
    Pulapre Balakrishnan is an Indian economist and academic known for his work on macroeconomic policy, growth, and development, and for his contributions to public discourse on the Indian economy.
  • C. Sundaresh Menon
    Sundaresh Menon is a Singaporean jurist who serves as the country’s top judge and head of its judiciary.
  • D. Venkataramanan Balakrishnan
    Venkataramanan Balakrishnan is an engineer and academic known for his contributions to control theory and optimization, including collaborative work with Stephen P. Boyd.
  • E. Maruthur Gopalan Ramachandran
    Maruthur Gopalan Ramachandran was a hugely influential Indian film actor and politician who served as the Chief Minister of Tamil Nadu and became a major cultural and political icon in the state.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc609676c8190b5b1cabe6b315142 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d46c48c81908d64f1a32cf08c5b completed May 3, 2026, 7:08 p.m.
NEDg Description generation batch_69f7a15f3c908190be380355972def6e completed May 3, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2234390819093814fd435f9c42c completed May 3, 2026, 7:29 p.m.
Created at: April 9, 2026, 9:52 p.m.