Triple

T13667559
Position Surface form Disambiguated ID Type / Status
Subject Citizen Khan E327660 entity
Predicate starring P1507 FINISHED
Object Bhavna Limbachia
Bhavna Limbachia is a British actress best known for her comedic and dramatic roles on UK television, including prominent parts in series such as Citizen Khan and Coronation Street.
E1052683 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: Bhavna Limbachia | Statement: [Citizen Khan, starring, Bhavna Limbachia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bhavna Limbachia
Context triple: [Citizen Khan, starring, Bhavna Limbachia]
  • A. Sandhini Agarwal
    Sandhini Agarwal is an AI researcher known for her work at OpenAI on safety, policy, and the development and deployment of large-scale models such as CLIP.
  • B. Sonam Bhattacharya
    Sonam Bhattacharya is an Indian public figure best known as the wife of footballer Sunil Chhetri and the daughter of former Indian international footballer Subrata Bhattacharya.
  • C. Shefali Chowdhury
    Shefali Chowdhury is a British actress best known for playing Parvati Patil in the Harry Potter film series.
  • D. Anvita Abbi
    Anvita Abbi is an Indian linguist renowned for her pioneering work on the endangered languages of the Andaman Islands and other lesser-known South Asian languages.
  • E. Kajal Gupta
    Kajal Gupta is an actress known for her work in Tollywood, the Bengali-language film industry based in Kolkata.
  • 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: Bhavna Limbachia
Triple: [Citizen Khan, starring, Bhavna Limbachia]
Generated description
Bhavna Limbachia is a British actress best known for her comedic and dramatic roles on UK television, including prominent parts in series such as Citizen Khan and Coronation Street.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bhavna Limbachia
Target entity description: Bhavna Limbachia is a British actress best known for her comedic and dramatic roles on UK television, including prominent parts in series such as Citizen Khan and Coronation Street.
  • A. Sandhini Agarwal
    Sandhini Agarwal is an AI researcher known for her work at OpenAI on safety, policy, and the development and deployment of large-scale models such as CLIP.
  • B. Sonam Bhattacharya
    Sonam Bhattacharya is an Indian public figure best known as the wife of footballer Sunil Chhetri and the daughter of former Indian international footballer Subrata Bhattacharya.
  • C. Shefali Chowdhury
    Shefali Chowdhury is a British actress best known for playing Parvati Patil in the Harry Potter film series.
  • D. Anvita Abbi
    Anvita Abbi is an Indian linguist renowned for her pioneering work on the endangered languages of the Andaman Islands and other lesser-known South Asian languages.
  • E. Kajal Gupta
    Kajal Gupta is an actress known for her work in Tollywood, the Bengali-language film industry based in Kolkata.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65832688190aea688fee0a7cbdb completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0cfe0c8190b0fe50931e9788cf completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.