Triple

T2151843
Position Surface form Disambiguated ID Type / Status
Subject Rajeev Alur E47797 entity
Predicate coAuthor P398 FINISHED
Object P. Madhusudan
P. Madhusudan is a computer scientist known for his contributions to formal methods, automata theory, and program verification.
E245093 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: P. Madhusudan | Statement: [Rajeev Alur, coAuthor, P. Madhusudan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: P. Madhusudan
Context triple: [Rajeev Alur, coAuthor, P. Madhusudan]
  • A. Laxman Narasimhan
    Laxman Narasimhan is an Indian-American business executive best known as the chief executive officer of Starbucks and former CEO of Reckitt Benckiser.
  • B. Bharat Ramaswami
    Bharat Ramaswami is an Indian economist known for his research in agricultural economics, development policy, and trade, and for his long association with leading academic institutions in India.
  • C. Rajeev Misra
    Rajeev Misra is an Indian-born financier and executive best known for leading SoftBank’s Vision Fund, one of the world’s largest technology investment funds.
  • D. Sunil Gangopadhyay
    Sunil Gangopadhyay was a prominent Indian Bengali poet, novelist, and short story writer known for his influential contributions to modern Bengali literature and his role in the Hungry generation literary movement.
  • E. R. Venkataraman
    R. Venkataraman was an Indian lawyer, freedom fighter, and statesman who served as the eighth President of India from 1987 to 1992.
  • 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: P. Madhusudan
Triple: [Rajeev Alur, coAuthor, P. Madhusudan]
Generated description
P. Madhusudan is a computer scientist known for his contributions to formal methods, automata theory, and program verification.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: P. Madhusudan
Target entity description: P. Madhusudan is a computer scientist known for his contributions to formal methods, automata theory, and program verification.
  • A. Laxman Narasimhan
    Laxman Narasimhan is an Indian-American business executive best known as the chief executive officer of Starbucks and former CEO of Reckitt Benckiser.
  • B. Bharat Ramaswami
    Bharat Ramaswami is an Indian economist known for his research in agricultural economics, development policy, and trade, and for his long association with leading academic institutions in India.
  • C. Rajeev Misra
    Rajeev Misra is an Indian-born financier and executive best known for leading SoftBank’s Vision Fund, one of the world’s largest technology investment funds.
  • D. Sunil Gangopadhyay
    Sunil Gangopadhyay was a prominent Indian Bengali poet, novelist, and short story writer known for his influential contributions to modern Bengali literature and his role in the Hungry generation literary movement.
  • E. R. Venkataraman
    R. Venkataraman was an Indian lawyer, freedom fighter, and statesman who served as the eighth President of India from 1987 to 1992.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe48ad148190a7d6cc88fd38a660 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae653677ec8190ab0b044e005a9947 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae6656f7788190818179d923b11bba completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66cc3ac0819096e3f246b10e7761 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:44 p.m.