Triple

T20551137
Position Surface form Disambiguated ID Type / Status
Subject Rocksteady Studios E504598 entity
Predicate developed P73 FINISHED
Object Urban Chaos: Riot Response
Urban Chaos: Riot Response is a first-person tactical shooter video game in which players control a heavily armed riot-control officer battling violent gangs in a crime-ridden city.
E1436931 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: Urban Chaos: Riot Response | Statement: [Rocksteady Studios, developed, Urban Chaos: Riot Response]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urban Chaos: Riot Response
Context triple: [Rocksteady Studios, developed, Urban Chaos: Riot Response]
  • A. Race Riot
    Race Riot is a 1964 silkscreen painting by Andy Warhol that appropriates press photographs of civil rights–era police violence to comment on racism and social unrest in the United States.
  • B. Public Order and Riot Squad
    The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
  • C. Riotous Assembly
    Riotous Assembly is a darkly comic satirical novel by Tom Sharpe that skewers apartheid-era South Africa through farcical violence and absurd bureaucracy.
  • D. Policing the Crisis
    Policing the Crisis is a seminal 1978 sociological study by Stuart Hall and colleagues that analyzes how moral panics, media narratives, and state power shape public perceptions of crime and justify punitive social control.
  • E. Report on Lawlessness in Law Enforcement
    The Report on Lawlessness in Law Enforcement is a landmark 1931 Wickersham Commission study that exposed widespread police misconduct and abuses in the United States, particularly in the enforcement of Prohibition laws.
  • 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: Urban Chaos: Riot Response
Triple: [Rocksteady Studios, developed, Urban Chaos: Riot Response]
Generated description
Urban Chaos: Riot Response is a first-person tactical shooter video game in which players control a heavily armed riot-control officer battling violent gangs in a crime-ridden city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urban Chaos: Riot Response
Target entity description: Urban Chaos: Riot Response is a first-person tactical shooter video game in which players control a heavily armed riot-control officer battling violent gangs in a crime-ridden city.
  • A. Race Riot
    Race Riot is a 1964 silkscreen painting by Andy Warhol that appropriates press photographs of civil rights–era police violence to comment on racism and social unrest in the United States.
  • B. Public Order and Riot Squad
    The Public Order and Riot Squad is a specialist tactical unit of the New South Wales Police Force responsible for managing large-scale public disorder, riots, and high-risk crowd control operations.
  • C. Riotous Assembly
    Riotous Assembly is a darkly comic satirical novel by Tom Sharpe that skewers apartheid-era South Africa through farcical violence and absurd bureaucracy.
  • D. Policing the Crisis
    Policing the Crisis is a seminal 1978 sociological study by Stuart Hall and colleagues that analyzes how moral panics, media narratives, and state power shape public perceptions of crime and justify punitive social control.
  • E. Report on Lawlessness in Law Enforcement
    The Report on Lawlessness in Law Enforcement is a landmark 1931 Wickersham Commission study that exposed widespread police misconduct and abuses in the United States, particularly in the enforcement of Prohibition laws.
  • 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5d8b55081909c3e3e972aff846d completed April 20, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a57192d48190a83d509da5712f98 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6439bc08190a2df7f1f7b24fadb completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a70118dc8190bdf07bcc3342340e completed May 16, 2026, 5:18 p.m.
Created at: April 16, 2026, 11:38 a.m.