Triple

T3146392
Position Surface form Disambiguated ID Type / Status
Subject Take-Two Interactive E65773 entity
Predicate notableWork P4 FINISHED
Object Grand Theft Auto franchise
The Grand Theft Auto franchise is a hugely influential and often controversial open-world action-adventure video game series known for its crime-focused narratives, satirical take on modern society, and expansive, interactive city environments.
E331666 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: Grand Theft Auto franchise | Statement: [Take-Two Interactive, notableWork, Grand Theft Auto franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Theft Auto franchise
Context triple: [Take-Two Interactive, notableWork, Grand Theft Auto franchise]
  • A. Need for Speed (video game series)
    Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
  • B. San Andreas
    San Andreas is a 2015 disaster action film starring Dwayne Johnson that centers on a massive earthquake devastating California.
  • C. Rockstar
    Rockstar is a 2011 Indian musical romantic drama film renowned for its acclaimed A. R. Rahman soundtrack and Ranbir Kapoor’s intense lead performance.
  • D. Uncharted video game series
    The Uncharted video game series is a popular action-adventure franchise by Naughty Dog that follows treasure hunter Nathan Drake on cinematic, exploration-driven quests around the world.
  • E. Forza Horizon series
    The Forza Horizon series is an open-world racing video game franchise known for its dynamic seasonal environments, car culture festivals, and realistic driving experience.
  • 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: Grand Theft Auto franchise
Triple: [Take-Two Interactive, notableWork, Grand Theft Auto franchise]
Generated description
The Grand Theft Auto franchise is a hugely influential and often controversial open-world action-adventure video game series known for its crime-focused narratives, satirical take on modern society, and expansive, interactive city environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Theft Auto franchise
Target entity description: The Grand Theft Auto franchise is a hugely influential and often controversial open-world action-adventure video game series known for its crime-focused narratives, satirical take on modern society, and expansive, interactive city environments.
  • A. Need for Speed (video game series)
    Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
  • B. San Andreas
    San Andreas is a 2015 disaster action film starring Dwayne Johnson that centers on a massive earthquake devastating California.
  • C. Rockstar
    Rockstar is a 2011 Indian musical romantic drama film renowned for its acclaimed A. R. Rahman soundtrack and Ranbir Kapoor’s intense lead performance.
  • D. Uncharted video game series
    The Uncharted video game series is a popular action-adventure franchise by Naughty Dog that follows treasure hunter Nathan Drake on cinematic, exploration-driven quests around the world.
  • E. Forza Horizon series
    The Forza Horizon series is an open-world racing video game franchise known for its dynamic seasonal environments, car culture festivals, and realistic driving experience.
  • 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_69ad8582f564819088c27e1f96153938 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada598ccf08190b8817c456f38f2d7 completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224f18e80819083be53c556d56947 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b2271961048190906b6fa25e4b560c completed March 12, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69b227becba08190b5e4b3dae277ce51 completed March 12, 2026, 2:41 a.m.
Created at: March 8, 2026, 3:05 p.m.