Triple

T4688011
Position Surface form Disambiguated ID Type / Status
Subject The Dropout E103966 entity
Predicate starring P1507 FINISHED
Object Utkarsh Ambudkar
Utkarsh Ambudkar is an American actor, rapper, and singer known for his work in film, television, and theater, including roles in projects like "Pitch Perfect," "Brittany Runs a Marathon," and the TV series "Ghosts."
 E469884 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: Utkarsh Ambudkar | Statement: [The Dropout, starring, Utkarsh Ambudkar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Utkarsh Ambudkar
Context triple: [The Dropout, starring, Utkarsh Ambudkar]
  • A. Sachit Mehra
    Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
  • B. Ashvin Desai
    Ashvin Desai is known primarily as the husband of acclaimed Indian novelist Anita Desai.
  • C. Vincent Kapoor
    Vincent Kapoor is a fictional NASA official in Andy Weir’s science-fiction novel and its film adaptation "The Martian," responsible for overseeing the mission to rescue stranded astronaut Mark Watney.
  • D. Amin Bhatia
    Amin Bhatia is a Canadian composer and synthesist known for his cinematic electronic scores for film and television.
  • E. Rahul Banga
    Rahul Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
  • 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: Utkarsh Ambudkar
Triple: [The Dropout, starring, Utkarsh Ambudkar]
Generated description
Utkarsh Ambudkar is an American actor, rapper, and singer known for his work in film, television, and theater, including roles in projects like "Pitch Perfect," "Brittany Runs a Marathon," and the TV series "Ghosts."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Utkarsh Ambudkar
Target entity description: Utkarsh Ambudkar is an American actor, rapper, and singer known for his work in film, television, and theater, including roles in projects like "Pitch Perfect," "Brittany Runs a Marathon," and the TV series "Ghosts."
  • A. Sachit Mehra
    Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
  • B. Ashvin Desai
    Ashvin Desai is known primarily as the husband of acclaimed Indian novelist Anita Desai.
  • C. Vincent Kapoor
    Vincent Kapoor is a fictional NASA official in Andy Weir’s science-fiction novel and its film adaptation "The Martian," responsible for overseeing the mission to rescue stranded astronaut Mark Watney.
  • D. Amin Bhatia
    Amin Bhatia is a Canadian composer and synthesist known for his cinematic electronic scores for film and television.
  • E. Rahul Banga
    Rahul Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6397f6888190a9024a51d4d34f2b completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be439d76e08190a813957bdb1b44f4 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be44210b8081908d2de14acf013c54 completed March 21, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69be45477cbc8190bbfea83dfc64637f completed March 21, 2026, 7:14 a.m.
Created at: March 20, 2026, 1:16 p.m.