Triple

T12268809
Position Surface form Disambiguated ID Type / Status
Subject Katherine Boo E292418 entity
Predicate spouse P13 FINISHED
Object Sunil Khilnani
Sunil Khilnani is an Indian political scientist and author best known for his influential book "The Idea of India" and his work on modern Indian history and politics.
E973132 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: Sunil Khilnani | Statement: [Katherine Boo, spouse, Sunil Khilnani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunil Khilnani
Context triple: [Katherine Boo, spouse, Sunil Khilnani]
  • A. Rajam Gopalan
    Rajam Gopalan is a member of the Gopalan family, known primarily as a close relative of Indian-born cancer researcher and civil rights activist Shyamala Gopalan.
  • B. H. T. Parekh
    H. T. Parekh was a prominent Indian banker and financial pioneer best known as the founder of Housing Development Finance Corporation (HDFC), which transformed housing finance in India.
  • C. Alok Chakravarty
    Alok Chakravarty is an Indian actor best known for his role in Satyajit Ray’s acclaimed Bengali film "Apur Sansar," the final part of the Apu Trilogy.
  • D. Romesh Ranganathan
    Romesh Ranganathan is a British stand-up comedian, actor, and television presenter known for his deadpan delivery and appearances on numerous UK panel shows and comedy series.
  • E. Pramod Chakravorty
    Pramod Chakravorty was a prominent Indian film director and producer known for popular Hindi films across genres including romance, action, and drama from the 1960s to the 1980s.
  • 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: Sunil Khilnani
Triple: [Katherine Boo, spouse, Sunil Khilnani]
Generated description
Sunil Khilnani is an Indian political scientist and author best known for his influential book "The Idea of India" and his work on modern Indian history and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunil Khilnani
Target entity description: Sunil Khilnani is an Indian political scientist and author best known for his influential book "The Idea of India" and his work on modern Indian history and politics.
  • A. Rajam Gopalan
    Rajam Gopalan is a member of the Gopalan family, known primarily as a close relative of Indian-born cancer researcher and civil rights activist Shyamala Gopalan.
  • B. H. T. Parekh
    H. T. Parekh was a prominent Indian banker and financial pioneer best known as the founder of Housing Development Finance Corporation (HDFC), which transformed housing finance in India.
  • C. Alok Chakravarty
    Alok Chakravarty is an Indian actor best known for his role in Satyajit Ray’s acclaimed Bengali film "Apur Sansar," the final part of the Apu Trilogy.
  • D. Romesh Ranganathan
    Romesh Ranganathan is a British stand-up comedian, actor, and television presenter known for his deadpan delivery and appearances on numerous UK panel shows and comedy series.
  • E. Pramod Chakravorty
    Pramod Chakravorty was a prominent Indian film director and producer known for popular Hindi films across genres including romance, action, and drama from the 1960s to the 1980s.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdea6e881908e13f8259bad6ddc completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6799088190a5644267733ca2e5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.