Triple

T11248948
Position Surface form Disambiguated ID Type / Status
Subject Gears of War series E266278 entity
Predicate mainAntagonistGroup P17627 FINISHED
Object Locust Horde
The Locust Horde is a subterranean race of monstrous humanoids that wages a brutal war against humanity in the Gears of War video game franchise.
E914132 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: Locust Horde | Statement: [Gears of War series, mainAntagonistGroup, Locust Horde]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Locust Horde
Context triple: [Gears of War series, mainAntagonistGroup, Locust Horde]
  • A. The Locusts
    "The Locusts" is a short story by Ray Bradbury that depicts the mass colonization of Mars by humans, likening the influx of settlers to a swarm of locusts consuming a new world.
  • B. The Locusts
    "The Locusts" is a 1997 American drama film featuring Jeremy Davies in a prominent role, centered on dark family secrets and complex relationships in a small Kansas town.
  • C. The Locusts Have No King
    The Locusts Have No King is a satirical novel by American writer Dawn Powell that skewers New York’s literary and social circles with her characteristic wit and sharp observation.
  • D. Bombardia
    Bombardia is a genus of fungi within the order Sordariales, comprising species typically found on decaying organic matter.
  • E. Hornet's Nest
    Hornet's Nest was a fiercely contested defensive position held by Union troops during the American Civil War’s Battle of Shiloh, known for its intense and prolonged fighting.
  • 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: Locust Horde
Triple: [Gears of War series, mainAntagonistGroup, Locust Horde]
Generated description
The Locust Horde is a subterranean race of monstrous humanoids that wages a brutal war against humanity in the Gears of War video game franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Locust Horde
Target entity description: The Locust Horde is a subterranean race of monstrous humanoids that wages a brutal war against humanity in the Gears of War video game franchise.
  • A. The Locusts
    "The Locusts" is a short story by Ray Bradbury that depicts the mass colonization of Mars by humans, likening the influx of settlers to a swarm of locusts consuming a new world.
  • B. The Locusts
    "The Locusts" is a 1997 American drama film featuring Jeremy Davies in a prominent role, centered on dark family secrets and complex relationships in a small Kansas town.
  • C. The Locusts Have No King
    The Locusts Have No King is a satirical novel by American writer Dawn Powell that skewers New York’s literary and social circles with her characteristic wit and sharp observation.
  • D. Bombardia
    Bombardia is a genus of fungi within the order Sordariales, comprising species typically found on decaying organic matter.
  • E. Hornet's Nest
    Hornet's Nest was a fiercely contested defensive position held by Union troops during the American Civil War’s Battle of Shiloh, known for its intense and prolonged fighting.
  • 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.