Triple

T21944242
Position Surface form Disambiguated ID Type / Status
Subject Talvar E541894 entity
Predicate characterNameOfIrrfanKhan P94795 FINISHED
Object Ashwin Kumar
Ashwin Kumar is the sharp, no-nonsense investigative officer portrayed by Irrfan Khan in the Hindi crime thriller film "Talvar," inspired by the real-life Aarushi Talwar murder case.
E1509406 NE FINISHED

How this triple was built (5 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: Ashwin Kumar | Statement: [Talvar, characterNameOfIrrfanKhan, Ashwin Kumar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashwin Kumar
Context triple: [Talvar, characterNameOfIrrfanKhan, Ashwin Kumar]
  • A. Ashwin Rajan
    Ashwin Rajan is a film and television producer known for his frequent collaborations with M. Night Shyamalan on various genre projects.
  • B. Samit Dravid
    Samit Dravid is the son of former Indian cricket legend Rahul Dravid.
  • C. Gautam Krishna
    Gautam Krishna is the son of prominent Telugu film actor Mahesh Babu and is known primarily as a celebrity child in the Indian entertainment industry.
  • D. Ashwin
    Ashwin is a person who is followed by Kartik, suggesting Ashwin may be someone Kartik admires or keeps up with.
  • E. Umesh Yadav
    Umesh Yadav is an Indian fast bowler known for his pace and contributions to the Indian national cricket team across formats.
  • 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: Ashwin Kumar
Triple: [Talvar, characterNameOfIrrfanKhan, Ashwin Kumar]
Generated description
Ashwin Kumar is the sharp, no-nonsense investigative officer portrayed by Irrfan Khan in the Hindi crime thriller film "Talvar," inspired by the real-life Aarushi Talwar murder case.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashwin Kumar
Target entity description: Ashwin Kumar is the sharp, no-nonsense investigative officer portrayed by Irrfan Khan in the Hindi crime thriller film "Talvar," inspired by the real-life Aarushi Talwar murder case.
  • A. Ashwin Rajan
    Ashwin Rajan is a film and television producer known for his frequent collaborations with M. Night Shyamalan on various genre projects.
  • B. Samit Dravid
    Samit Dravid is the son of former Indian cricket legend Rahul Dravid.
  • C. Gautam Krishna
    Gautam Krishna is the son of prominent Telugu film actor Mahesh Babu and is known primarily as a celebrity child in the Indian entertainment industry.
  • D. Ashwin
    Ashwin is a person who is followed by Kartik, suggesting Ashwin may be someone Kartik admires or keeps up with.
  • E. Umesh Yadav
    Umesh Yadav is an Indian fast bowler known for his pace and contributions to the Indian national cricket team across formats.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: characterNameOfIrrfanKhan
Context triple: [Talvar, characterNameOfIrrfanKhan, Ashwin Kumar]
  • A. performerCharacterName chosen
    Indicates that a performer is associated with or portrays a specific character name in a performance or work.
  • B. characterIn
    Indicates that an entity appears as a character within a specified work, story, or narrative.
  • C. characterName
    Indicates that an entity has a specific name used to identify its character.
  • D. characterFullName
    Indicates that the predicate specifies the complete, formal name of a character.
  • E. directorCharacterOf
    Indicates that a director is responsible for directing a particular character in a work (e.g., film, TV show, or play).
  • F. None of above.

Provenance (6 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_6a0a60f1f49c81909f6c17dad3bd0219 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6200fb1c81909a4ab05fd368dafc completed May 18, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0a626731d8819097b209ae1375ae25 completed May 18, 2026, 12:50 a.m.
PD Predicate disambiguation batch_69e6f5efc208819091ed2cf6841fa600 completed April 21, 2026, 3:58 a.m.
Created at: April 16, 2026, 7:56 p.m.