Triple

T21944322
Position Surface form Disambiguated ID Type / Status
Subject Qarib Qarib Singlle E541896 entity
Predicate writer P1360 FINISHED
Object Gazal Dhaliwal
Gazal Dhaliwal is an Indian screenwriter and transgender rights advocate known for writing acclaimed Hindi films such as Qarib Qarib Singlle and Ek Ladki Ko Dekha Toh Aisa Laga.
E1510501 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: Gazal Dhaliwal | Statement: [Qarib Qarib Singlle, writer, Gazal Dhaliwal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gazal Dhaliwal
Context triple: [Qarib Qarib Singlle, writer, Gazal Dhaliwal]
  • A. Bindu Bhalla
    Bindu Bhalla is the wife of Hoboken, New Jersey mayor Ravi Bhalla and a member of the city’s prominent Sikh-American first family.
  • B. Sanjam Garg
    Sanjam Garg is a prominent computer scientist known for his influential work in cryptography, particularly in constructing indistinguishability obfuscation and other foundational cryptographic primitives.
  • C. Shaan Singh
    Shaan Singh is a musician best known as a member of the band The Hooligans.
  • D. Raman Bhalla
    Raman Bhalla is a popular fictional television character from the Indian soap opera "Yeh Hai Mohabbatein," known for his complex, emotionally intense persona.
  • E. Aseem Kishore
    Aseem Kishore is a technology writer and blogger known for creating practical guides and tutorials on software, web development, and digital tools.
  • 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: Gazal Dhaliwal
Triple: [Qarib Qarib Singlle, writer, Gazal Dhaliwal]
Generated description
Gazal Dhaliwal is an Indian screenwriter and transgender rights advocate known for writing acclaimed Hindi films such as Qarib Qarib Singlle and Ek Ladki Ko Dekha Toh Aisa Laga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gazal Dhaliwal
Target entity description: Gazal Dhaliwal is an Indian screenwriter and transgender rights advocate known for writing acclaimed Hindi films such as Qarib Qarib Singlle and Ek Ladki Ko Dekha Toh Aisa Laga.
  • A. Bindu Bhalla
    Bindu Bhalla is the wife of Hoboken, New Jersey mayor Ravi Bhalla and a member of the city’s prominent Sikh-American first family.
  • B. Sanjam Garg
    Sanjam Garg is a prominent computer scientist known for his influential work in cryptography, particularly in constructing indistinguishability obfuscation and other foundational cryptographic primitives.
  • C. Shaan Singh
    Shaan Singh is a musician best known as a member of the band The Hooligans.
  • D. Raman Bhalla
    Raman Bhalla is a popular fictional television character from the Indian soap opera "Yeh Hai Mohabbatein," known for his complex, emotionally intense persona.
  • E. Aseem Kishore
    Aseem Kishore is a technology writer and blogger known for creating practical guides and tutorials on software, web development, and digital tools.
  • 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1242688988190a7b8f033c49368de completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670241e48190ab2e085b11bf5161 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a6812112c81909844ab725dff79ed completed May 18, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68846fb88190bbe1510608aa9468 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 7:56 p.m.