Triple

T2432268
Position Surface form Disambiguated ID Type / Status
Subject Treyarch E52872 entity
Predicate notableWork P4 FINISHED
Object Call of Duty: Black Ops 4
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
E267303 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: Call of Duty: Black Ops 4 | Statement: [Treyarch, notableWork, Call of Duty: Black Ops 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Call of Duty: Black Ops 4
Context triple: [Treyarch, notableWork, Call of Duty: Black Ops 4]
  • A. Call of Duty: Modern Warfare (2019) – PC version
    Call of Duty: Modern Warfare (2019) – PC version is the Windows edition of the popular first-person shooter reboot known for its realistic modern combat, cinematic campaign, and extensive multiplayer modes.
  • B. Call of Duty: Modern Warfare 3
    Call of Duty: Modern Warfare 3 is a first-person shooter video game in the long-running Call of Duty franchise, known for its cinematic single-player campaign and fast-paced multiplayer warfare.
  • C. Call of Duty
    Call of Duty is a long-running and highly popular first-person shooter video game franchise known for its cinematic single-player campaigns and competitive multiplayer modes, often set in historical and modern military conflicts.
  • D. Wolfenstein: The New Order
    Wolfenstein: The New Order is a 2014 first-person shooter video game that reboots the classic Wolfenstein series with an alternate-history narrative in which the Nazis won World War II.
  • E. Homefront
    Homefront is a 2013 action-thriller film starring Jason Statham as a former DEA agent who confronts a violent drug trafficker in a small Louisiana town.
  • 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: Call of Duty: Black Ops 4
Triple: [Treyarch, notableWork, Call of Duty: Black Ops 4]
Generated description
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Call of Duty: Black Ops 4
Target entity description: Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
  • A. Call of Duty: Modern Warfare (2019) – PC version
    Call of Duty: Modern Warfare (2019) – PC version is the Windows edition of the popular first-person shooter reboot known for its realistic modern combat, cinematic campaign, and extensive multiplayer modes.
  • B. Call of Duty: Modern Warfare 3
    Call of Duty: Modern Warfare 3 is a first-person shooter video game in the long-running Call of Duty franchise, known for its cinematic single-player campaign and fast-paced multiplayer warfare.
  • C. Call of Duty
    Call of Duty is a long-running and highly popular first-person shooter video game franchise known for its cinematic single-player campaigns and competitive multiplayer modes, often set in historical and modern military conflicts.
  • D. Wolfenstein: The New Order
    Wolfenstein: The New Order is a 2014 first-person shooter video game that reboots the classic Wolfenstein series with an alternate-history narrative in which the Nazis won World War II.
  • E. Homefront
    Homefront is a 2013 action-thriller film starring Jason Statham as a former DEA agent who confronts a violent drug trafficker in a small Louisiana town.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c915e881908d97ae4ccc83ab53 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0a9790c81908b50fcae80def595 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef5b5f5dc8190bb721d8df5283faa completed March 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69aef6450a1c8190ad5a844b31bff220 completed March 9, 2026, 4:33 p.m.
Created at: March 6, 2026, 9:43 p.m.