Triple

T11626314
Position Surface form Disambiguated ID Type / Status
Subject Call of Duty: Advanced Warfare E276277 entity
Predicate coOpMode P98693 FINISHED
Object Exo Zombies
Exo Zombies is a cooperative survival mode in Call of Duty: Advanced Warfare where players battle waves of enhanced, exosuit-wearing zombies.
E938365 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: Exo Zombies | Statement: [Call of Duty: Advanced Warfare, coOpMode, Exo Zombies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Exo Zombies
Context triple: [Call of Duty: Advanced Warfare, coOpMode, Exo Zombies]
  • A. Astro Zombies
    "Astro Zombies" is a fast, horror-themed punk rock song by the Misfits, known for its catchy melody and lyrics inspired by B-movie sci-fi.
  • B. Exos
    Exos is Seagate Technology’s high-capacity enterprise hard drive product line designed for data centers and large-scale storage environments.
  • C. Exo
    Exo is the regional public transit authority that operates commuter rail and bus services across the Greater Montreal area in Quebec, Canada.
  • D. State of Decay
    State of Decay is a "Doctor Who" serial written by Terrance Dicks that blends science fiction with gothic vampire horror on a distant, technologically regressed planet.
  • E. Zombie Apocalypse
    Zombie Apocalypse is a post-apocalyptic survival video game centered on battling hordes of the undead in a bleak, overrun world.
  • 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: Exo Zombies
Triple: [Call of Duty: Advanced Warfare, coOpMode, Exo Zombies]
Generated description
Exo Zombies is a cooperative survival mode in Call of Duty: Advanced Warfare where players battle waves of enhanced, exosuit-wearing zombies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Exo Zombies
Target entity description: Exo Zombies is a cooperative survival mode in Call of Duty: Advanced Warfare where players battle waves of enhanced, exosuit-wearing zombies.
  • A. Astro Zombies
    "Astro Zombies" is a fast, horror-themed punk rock song by the Misfits, known for its catchy melody and lyrics inspired by B-movie sci-fi.
  • B. Exos
    Exos is Seagate Technology’s high-capacity enterprise hard drive product line designed for data centers and large-scale storage environments.
  • C. Exo
    Exo is the regional public transit authority that operates commuter rail and bus services across the Greater Montreal area in Quebec, Canada.
  • D. State of Decay
    State of Decay is a "Doctor Who" serial written by Terrance Dicks that blends science fiction with gothic vampire horror on a distant, technologically regressed planet.
  • E. Zombie Apocalypse
    Zombie Apocalypse is a post-apocalyptic survival video game centered on battling hordes of the undead in a bleak, overrun world.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coOpMode
Context triple: [Call of Duty: Advanced Warfare, coOpMode, Exo Zombies]
  • A. hasCoopMode chosen
    Indicates that something supports or includes a cooperative mode of operation or gameplay involving multiple participants working together.
  • B. isCooperative
    Indicates that an entity engages willingly and constructively in joint actions or relationships with others, working together toward shared goals.
  • C. hasCooperative
    Indicates that one entity participates in a cooperative relationship or partnership with another entity.
  • D. cooperativePlay
    Indicates that two or more entities are engaging in a shared, mutually coordinated activity or game toward a common goal.
  • E. coOperator
    Indicates that two or more entities work together as partners or collaborators in performing an activity or achieving a shared objective.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a12416908190ac2dcd7f7ebb308f completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87845d588190bfa4197e7ab600a7 completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb3137f4c8190ba8ac48b2cb419b4 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9845bec81909f0f9b005f75249a completed April 27, 2026, 4:43 a.m.
PD Predicate disambiguation batch_69d85dd6503c819081f9045e9d5c4f3f completed April 10, 2026, 2:17 a.m.
Created at: April 8, 2026, 9:39 p.m.