Triple

T16791934
Position Surface form Disambiguated ID Type / Status
Subject Vidhu Vinod Chopra E408130 entity
Predicate spouse P13 FINISHED
Object Anupama Chopra
Anupama Chopra is an Indian film critic, author, and journalist known for her in-depth analyses of Hindi cinema and her work as a prominent media personality in the film industry.
E1233627 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: Anupama Chopra | Statement: [Vidhu Vinod Chopra, spouse, Anupama Chopra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anupama Chopra
Context triple: [Vidhu Vinod Chopra, spouse, Anupama Chopra]
  • A. Shivani Ghai
    Shivani Ghai is a British actress known for her work in television, film, and theatre, including roles in series such as "EastEnders" and "Dominion."
  • B. Vinda Karandikar
    Vinda Karandikar was a renowned Marathi poet, critic, and translator celebrated for his modernist contributions to 20th-century Marathi literature.
  • C. Latha Menon
    Latha Menon is a book editor best known for her work on Richard Dawkins’ essay collection "A Devil’s Chaplain."
  • D. Reema Nanavaty
    Reema Nanavaty is an Indian social worker and leader known for her long-time directorship of the Self-Employed Women’s Association (SEWA), where she has worked to empower informal women workers and promote grassroots economic development.
  • E. Namrata Shirodkar
    Namrata Shirodkar is an Indian actress, former Miss India, and model known for her work in Hindi cinema and appearances in films like "Vaastav" and "Pukar."
  • 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: Anupama Chopra
Triple: [Vidhu Vinod Chopra, spouse, Anupama Chopra]
Generated description
Anupama Chopra is an Indian film critic, author, and journalist known for her in-depth analyses of Hindi cinema and her work as a prominent media personality in the film industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anupama Chopra
Target entity description: Anupama Chopra is an Indian film critic, author, and journalist known for her in-depth analyses of Hindi cinema and her work as a prominent media personality in the film industry.
  • A. Shivani Ghai
    Shivani Ghai is a British actress known for her work in television, film, and theatre, including roles in series such as "EastEnders" and "Dominion."
  • B. Vinda Karandikar
    Vinda Karandikar was a renowned Marathi poet, critic, and translator celebrated for his modernist contributions to 20th-century Marathi literature.
  • C. Latha Menon
    Latha Menon is a book editor best known for her work on Richard Dawkins’ essay collection "A Devil’s Chaplain."
  • D. Reema Nanavaty
    Reema Nanavaty is an Indian social worker and leader known for her long-time directorship of the Self-Employed Women’s Association (SEWA), where she has worked to empower informal women workers and promote grassroots economic development.
  • E. Namrata Shirodkar
    Namrata Shirodkar is an Indian actress, former Miss India, and model known for her work in Hindi cinema and appearances in films like "Vaastav" and "Pukar."
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2a6c9888190b3f8f625b299574d completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0c39108190a332fdc78c053628 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ac621b3881908887b640bf3e3fce completed May 10, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00acc3a9dc819087e07e539760bf34 completed May 10, 2026, 4:05 p.m.
Created at: April 10, 2026, 5:22 a.m.