Triple

T9429525
Position Surface form Disambiguated ID Type / Status
Subject Maulik Pancholy E227335 entity
Predicate notableWork P4 FINISHED
Object Nikhil Out Loud
Nikhil Out Loud is a middle-grade novel by Maulik Pancholy that follows a gay Indian American boy navigating identity, family, and community after moving to a small Midwestern town.
 E799616 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: Nikhil Out Loud | Statement: [Maulik Pancholy, notableWork, Nikhil Out Loud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nikhil Out Loud
Context triple: [Maulik Pancholy, notableWork, Nikhil Out Loud]
  • A. Jhankaar Beats
    Jhankaar Beats is a 2003 Hindi musical comedy film known for its tribute to R.D. Burman, its popular soundtrack, and its story of three friends forming a band.
  • B. My Brother… Nikhil
    My Brother… Nikhil is a 2005 Indian drama film that sensitively portrays the life of a young Goan swimmer diagnosed with HIV and the social stigma he and his family face.
  • C. Umang Lai
    Umang Lai are forest deities in the Meitei religion of Sanamahism, revered as guardians of sacred groves and natural spaces in Manipur.
  • D. Shwaas
    Shwaas is a critically acclaimed Marathi-language film known for its poignant portrayal of a grandfather’s struggle to save his grandson’s eyesight, which brought renewed national attention to Marathi cinema.
  • E. Nini
    Nini is a supporting character in *Moulin Rouge! The Musical*, portrayed as one of the club’s dancers and a confidante within the bohemian world of the Moulin Rouge.
  • 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: Nikhil Out Loud
Triple: [Maulik Pancholy, notableWork, Nikhil Out Loud]
Generated description
Nikhil Out Loud is a middle-grade novel by Maulik Pancholy that follows a gay Indian American boy navigating identity, family, and community after moving to a small Midwestern town.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nikhil Out Loud
Target entity description: Nikhil Out Loud is a middle-grade novel by Maulik Pancholy that follows a gay Indian American boy navigating identity, family, and community after moving to a small Midwestern town.
  • A. Jhankaar Beats
    Jhankaar Beats is a 2003 Hindi musical comedy film known for its tribute to R.D. Burman, its popular soundtrack, and its story of three friends forming a band.
  • B. My Brother… Nikhil
    My Brother… Nikhil is a 2005 Indian drama film that sensitively portrays the life of a young Goan swimmer diagnosed with HIV and the social stigma he and his family face.
  • C. Umang Lai
    Umang Lai are forest deities in the Meitei religion of Sanamahism, revered as guardians of sacred groves and natural spaces in Manipur.
  • D. Shwaas
    Shwaas is a critically acclaimed Marathi-language film known for its poignant portrayal of a grandfather’s struggle to save his grandson’s eyesight, which brought renewed national attention to Marathi cinema.
  • E. Nini
    Nini is a supporting character in *Moulin Rouge! The Musical*, portrayed as one of the club’s dancers and a confidante within the bohemian world of the Moulin Rouge.
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7c94719c81909d7743a57c45e07f completed April 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d11038f7b88190bd6b895f5544c63e completed April 4, 2026, 1:20 p.m.
NEDg Description generation batch_69d111a770c881909a2902d36cd7913c completed April 4, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69d112634fb48190b4c7e9d997d27928 completed April 4, 2026, 1:30 p.m.
Created at: March 30, 2026, 7:49 p.m.