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.