Triple

T5524486
Position Surface form Disambiguated ID Type / Status
Subject K. R. Narayanan E144888 entity
Predicate spouse P13 FINISHED
Object Usha Narayanan
Usha Narayanan was an Indian social worker and former First Lady of India, known for her advocacy on women's issues and her support of President K. R. Narayanan during his tenure.
E534626 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: Usha Narayanan | Statement: [K. R. Narayanan, spouse, Usha Narayanan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Usha Narayanan
Context triple: [K. R. Narayanan, spouse, Usha Narayanan]
  • A. Rohini Hattangadi
    Rohini Hattangadi is an Indian actress acclaimed for her work in theatre, film, and television, notably for her portrayal of Kasturba Gandhi in the film "Gandhi."
  • B. Mina Swaminathan
    Mina Swaminathan was an Indian educationist and early childhood development specialist known for her pioneering work in preschool education and child-centered learning.
  • C. Janaki Venkataraman
    Janaki Venkataraman was an Indian social worker and the wife of former President of India R. Venkataraman, known for her involvement in charitable and welfare activities.
  • D. Sunita Deshpande
    Sunita Deshpande was an Indian writer and theatre personality in Marathi literature, known for her own literary work as well as her association with celebrated humorist P. L. Deshpande.
  • E. Janaky Athi Nahappan
    Janaky Athi Nahappan was a pioneering Indian-Malaysian freedom fighter and politician who served in Subhas Chandra Bose’s Indian National Army and later became a prominent advocate for women’s rights and social welfare.
  • 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: Usha Narayanan
Triple: [K. R. Narayanan, spouse, Usha Narayanan]
Generated description
Usha Narayanan was an Indian social worker and former First Lady of India, known for her advocacy on women's issues and her support of President K. R. Narayanan during his tenure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Usha Narayanan
Target entity description: Usha Narayanan was an Indian social worker and former First Lady of India, known for her advocacy on women's issues and her support of President K. R. Narayanan during his tenure.
  • A. Rohini Hattangadi
    Rohini Hattangadi is an Indian actress acclaimed for her work in theatre, film, and television, notably for her portrayal of Kasturba Gandhi in the film "Gandhi."
  • B. Mina Swaminathan
    Mina Swaminathan was an Indian educationist and early childhood development specialist known for her pioneering work in preschool education and child-centered learning.
  • C. Janaki Venkataraman
    Janaki Venkataraman was an Indian social worker and the wife of former President of India R. Venkataraman, known for her involvement in charitable and welfare activities.
  • D. Sunita Deshpande
    Sunita Deshpande was an Indian writer and theatre personality in Marathi literature, known for her own literary work as well as her association with celebrated humorist P. L. Deshpande.
  • E. Janaky Athi Nahappan
    Janaky Athi Nahappan was a pioneering Indian-Malaysian freedom fighter and politician who served in Subhas Chandra Bose’s Indian National Army and later became a prominent advocate for women’s rights and social welfare.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f874bd081909cccfc25767ee6fa completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04cd6ce3c8190ac5ef4c216190266 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e827bdc819086e01e7043400452 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f088a3c81909610f1a564960e0f completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:34 p.m.