Triple

T7909950
Position Surface form Disambiguated ID Type / Status
Subject SubUrbia E183670 entity
Predicate mainCastMember P5563 FINISHED
Object Ajay Naidu
Ajay Naidu is an American actor best known for his roles in independent films and the cult comedy "Office Space."
E700751 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: Ajay Naidu | Statement: [SubUrbia, mainCastMember, Ajay Naidu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ajay Naidu
Context triple: [SubUrbia, mainCastMember, Ajay Naidu]
  • A. Ajay Singh
    Ajay Singh is an Indian entrepreneur and airline executive best known as the co-founder and driving force behind the low-cost carrier SpiceJet.
  • B. Rajeev Suri
    Rajeev Suri is an Indian business executive best known for serving as the CEO of Nokia and later Inmarsat, leading major transformations in the global telecommunications industry.
  • C. Ajay Kumar
    Ajay Kumar is an Indian screenwriter best known for contributing dialogue to major Telugu-language films, including the epic blockbuster "Baahubali: The Beginning."
  • D. Rahul Banga
    Rahul Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
  • E. Ajay Heble
    Ajay Heble is a Canadian scholar, author, and arts organizer best known as the founding artistic director of the Guelph Jazz Festival and a leading figure in improvised music and cultural studies.
  • 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: Ajay Naidu
Triple: [SubUrbia, mainCastMember, Ajay Naidu]
Generated description
Ajay Naidu is an American actor best known for his roles in independent films and the cult comedy "Office Space."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ajay Naidu
Target entity description: Ajay Naidu is an American actor best known for his roles in independent films and the cult comedy "Office Space."
  • A. Ajay Singh
    Ajay Singh is an Indian entrepreneur and airline executive best known as the co-founder and driving force behind the low-cost carrier SpiceJet.
  • B. Rajeev Suri
    Rajeev Suri is an Indian business executive best known for serving as the CEO of Nokia and later Inmarsat, leading major transformations in the global telecommunications industry.
  • C. Ajay Kumar
    Ajay Kumar is an Indian screenwriter best known for contributing dialogue to major Telugu-language films, including the epic blockbuster "Baahubali: The Beginning."
  • D. Rahul Banga
    Rahul Banga is an individual notable enough to be recognized as a prominent bearer of the surname Banga.
  • E. Ajay Heble
    Ajay Heble is a Canadian scholar, author, and arts organizer best known as the founding artistic director of the Guelph Jazz Festival and a leading figure in improvised music and cultural studies.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5db9508190bbe92673ef5a7861 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bd54f548190916bf00852f37224 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb78f72878819086092c9fe267e37f completed March 31, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf2a357081908ac2230f0dfd9cdc completed March 31, 2026, 12:33 p.m.
Created at: March 30, 2026, 5:04 p.m.