Triple

T2432850
Position Surface form Disambiguated ID Type / Status
Subject Xbox Game Studios E52885 entity
Predicate publishes P80 FINISHED
Object Gears of War series
The Gears of War series is a popular third-person shooter franchise set in a gritty sci-fi world where heavily armed soldiers battle monstrous creatures using cover-based combat and iconic weapons like the Lancer rifle.
 E266278 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: Gears of War series | Statement: [Xbox Game Studios, publishes, Gears of War series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gears of War series
Context triple: [Xbox Game Studios, publishes, Gears of War series]
  • A. 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.
  • B. Sledgehammer
    "Sledgehammer" is a 1986 hit single by English musician Peter Gabriel, renowned for its soulful sound and groundbreaking stop-motion music video.
  • C. Battlefield
    "Battlefield" is a pop-R&B song written and produced by Ryan Tedder, best known as the powerful lead single for Jordin Sparks’ 2009 album of the same name.
  • D. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • E. Royal Marines Commandos
    The Royal Marines Commandos are an elite amphibious light infantry force of the United Kingdom’s Royal Navy, renowned for their rigorous training and specialist commando operations worldwide.
  • 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: Gears of War series
Triple: [Xbox Game Studios, publishes, Gears of War series]
Generated description
The Gears of War series is a popular third-person shooter franchise set in a gritty sci-fi world where heavily armed soldiers battle monstrous creatures using cover-based combat and iconic weapons like the Lancer rifle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gears of War series
Target entity description: The Gears of War series is a popular third-person shooter franchise set in a gritty sci-fi world where heavily armed soldiers battle monstrous creatures using cover-based combat and iconic weapons like the Lancer rifle.
  • A. 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.
  • B. Sledgehammer
    "Sledgehammer" is a 1986 hit single by English musician Peter Gabriel, renowned for its soulful sound and groundbreaking stop-motion music video.
  • C. Battlefield
    "Battlefield" is a pop-R&B song written and produced by Ryan Tedder, best known as the powerful lead single for Jordin Sparks’ 2009 album of the same name.
  • D. Halo
    "Halo" is a power ballad by American singer Beyoncé, celebrated for its soaring vocals and emotional portrayal of unconditional love and vulnerability.
  • E. Royal Marines Commandos
    The Royal Marines Commandos are an elite amphibious light infantry force of the United Kingdom’s Royal Navy, renowned for their rigorous training and specialist commando operations worldwide.
  • 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_69aebf6b71c481908a5ff20edb09de14 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec57c0520819080e843fc57b9cef5 completed March 9, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69aec84d2dcc8190897481981d976fba completed March 9, 2026, 1:17 p.m.
Created at: March 6, 2026, 9:43 p.m.