Triple

T12160202
Position Surface form Disambiguated ID Type / Status
Subject Call of Duty: Modern Warfare II (2022) E289682 entity
Predicate antiCheatSystem P48202 FINISHED
Object Ricochet Anti-Cheat
Ricochet Anti-Cheat is Activision’s proprietary anti-cheat system designed to detect and combat cheating in Call of Duty titles through kernel-level drivers and server-side analytics.
E967136 NE FINISHED

How this triple was built (5 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: Ricochet Anti-Cheat | Statement: [Call of Duty: Modern Warfare II (2022), antiCheatSystem, Ricochet Anti-Cheat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ricochet Anti-Cheat
Context triple: [Call of Duty: Modern Warfare II (2022), antiCheatSystem, Ricochet Anti-Cheat]
  • A. Ricochet
    Ricochet was an early wireless internet service network developed by Metricom that provided mobile, high-speed data access in urban areas before Wi-Fi and modern cellular data became widespread.
  • B. Ricochet
    Ricochet is a 1991 action thriller film in which John Lithgow plays a sadistic criminal seeking revenge on a cop who put him behind bars.
  • C. Ricochet
    Ricochet is a wild mouse–style steel roller coaster known for its sharp turns and sudden drops at the Carowinds amusement park.
  • D. Whiterose
    Whiterose is a mysterious and powerful hacker and leader of the Dark Army in the television series "Mr. Robot," known for her secretive agenda and dual identity as a high-ranking Chinese government official.
  • E. Riot
    "Riot" is a song by Childish Gambino from his critically acclaimed, funk- and soul-inspired album "Awaken, My Love!".
  • 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: Ricochet Anti-Cheat
Triple: [Call of Duty: Modern Warfare II (2022), antiCheatSystem, Ricochet Anti-Cheat]
Generated description
Ricochet Anti-Cheat is Activision’s proprietary anti-cheat system designed to detect and combat cheating in Call of Duty titles through kernel-level drivers and server-side analytics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ricochet Anti-Cheat
Target entity description: Ricochet Anti-Cheat is Activision’s proprietary anti-cheat system designed to detect and combat cheating in Call of Duty titles through kernel-level drivers and server-side analytics.
  • A. Ricochet
    Ricochet is a 1991 action thriller film in which John Lithgow plays a sadistic criminal seeking revenge on a cop who put him behind bars.
  • B. Ricochet
    Ricochet is a wild mouse–style steel roller coaster known for its sharp turns and sudden drops at the Carowinds amusement park.
  • C. Ricochet
    Ricochet was an early wireless internet service network developed by Metricom that provided mobile, high-speed data access in urban areas before Wi-Fi and modern cellular data became widespread.
  • D. Whiterose
    Whiterose is a mysterious and powerful hacker and leader of the Dark Army in the television series "Mr. Robot," known for her secretive agenda and dual identity as a high-ranking Chinese government official.
  • E. Riot
    "Riot" is a song by Childish Gambino from his critically acclaimed, funk- and soul-inspired album "Awaken, My Love!".
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: antiCheatSystem
Context triple: [Call of Duty: Modern Warfare II (2022), antiCheatSystem, Ricochet Anti-Cheat]
  • A. hasCheatCodes
    Indicates that a game or system includes special codes or commands that allow users to bypass normal rules or gain advantages.
  • B. allegedViolationSystem
    Indicates a system is reported or suspected to have violated a rule, policy, or regulation, without the violation being legally or formally established.
  • C. defensiveSystem chosen
    Indicates a system or mechanism whose primary function is to protect, guard, or defend an entity against threats or attacks.
  • D. securityCooperatesWith
    Indicates that one security-related entity collaborates or works jointly with another on security matters or activities.
  • E. antiDopingControl
    Indicates that an entity conducts, undergoes, or is associated with procedures to detect and prevent the use of prohibited performance-enhancing substances or methods.
  • F. None of above.

Provenance (6 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d7109481908bf5fe512bba3c89 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69e8498819080d571e6fb4edfde completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f601e0777081909e1212436680a10d completed May 2, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69f602a21f948190849839301f49d55a completed May 2, 2026, 1:56 p.m.
PD Predicate disambiguation batch_69d9150c18148190bf8152189c0e5fca completed April 10, 2026, 3:19 p.m.
Created at: April 8, 2026, 9:50 p.m.