Triple

T11248950
Position Surface form Disambiguated ID Type / Status
Subject Gears of War series E266278 entity
Predicate mainAntagonistGroup P17627 FINISHED
Object Swarm
The Swarm is a monstrous, evolving race of subterranean creatures that serves as the primary enemy faction in the later Gears of War games, emerging as the successor to the Locust Horde.
 E914134 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: Swarm | Statement: [Gears of War series, mainAntagonistGroup, Swarm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swarm
Context triple: [Gears of War series, mainAntagonistGroup, Swarm]
  • A. Swarm
    Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
  • B. Swarm
    Swarm is Foursquare’s companion mobile app focused on lifelogging and social location sharing, allowing users to check in to places, track their movements, and connect with friends.
  • C. Swarm
    Swarm is a psychological horror–thriller television series created by Donald Glover and Janine Nabers that follows an obsessed fan of a pop star, exploring themes of fandom, identity, and violence.
  • D. Swarm
    Swarm is a giant wasp-like Skylander character from the Skylanders: Giants video game, known for his flying abilities and stinger-based combat.
  • E. Swarm
    Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
  • 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: Swarm
Triple: [Gears of War series, mainAntagonistGroup, Swarm]
Generated description
The Swarm is a monstrous, evolving race of subterranean creatures that serves as the primary enemy faction in the later Gears of War games, emerging as the successor to the Locust Horde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swarm
Target entity description: The Swarm is a monstrous, evolving race of subterranean creatures that serves as the primary enemy faction in the later Gears of War games, emerging as the successor to the Locust Horde.
  • A. Swarm
    Swarm is a giant wasp-like Skylander character from the Skylanders: Giants video game, known for his flying abilities and stinger-based combat.
  • B. Swarm
    Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
  • C. Swarm
    Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
  • D. Swarm
    Swarm is Foursquare’s companion mobile app focused on lifelogging and social location sharing, allowing users to check in to places, track their movements, and connect with friends.
  • E. Swarm
    Swarm is a psychological horror–thriller television series created by Donald Glover and Janine Nabers that follows an obsessed fan of a pop star, exploring themes of fandom, identity, and violence.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e91d1484819098ee6b2efb5316a5 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc76b10c8190962b21c4cad6ce8f completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9eb79608190b7ed108906f4e2bf completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4df50eebc8190a4fe0aba7dc9fa62 completed April 19, 2026, 1:57 p.m.
Created at: April 8, 2026, 9:31 p.m.