Triple

T11248949
Position Surface form Disambiguated ID Type / Status
Subject Gears of War series E266278 entity
Predicate mainAntagonistGroup P17627 FINISHED
Object Lambent
The Lambent are a parasitic, mutated faction in the Gears of War universe, created by exposure to Imulsion and serving as a major monstrous threat to both humans and Locust.
 E914133 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: Lambent | Statement: [Gears of War series, mainAntagonistGroup, Lambent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lambent
Context triple: [Gears of War series, mainAntagonistGroup, Lambent]
  • A. Lightborne
    Lightborne is a character from the video game "Running Dog," recognized as one of its notable figures.
  • B. Luminous Veil
    Luminous Veil is a striking illuminated suicide-prevention barrier and public art installation on Toronto’s Prince Edward Viaduct (Bloor Viaduct).
  • C. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • D. Luminary
    Luminary is a record label associated with the influential hip-hop duo Black Star, known for its role in underground and conscious rap music.
  • E. Lucidor
    Lucidor is a literary work by Austrian writer Hugo von Hofmannsthal, reflecting his characteristic blend of lyrical language and psychological depth.
  • 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: Lambent
Triple: [Gears of War series, mainAntagonistGroup, Lambent]
Generated description
The Lambent are a parasitic, mutated faction in the Gears of War universe, created by exposure to Imulsion and serving as a major monstrous threat to both humans and Locust.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lambent
Target entity description: The Lambent are a parasitic, mutated faction in the Gears of War universe, created by exposure to Imulsion and serving as a major monstrous threat to both humans and Locust.
  • A. Lightborne
    Lightborne is a character from the video game "Running Dog," recognized as one of its notable figures.
  • B. Luminous Veil
    Luminous Veil is a striking illuminated suicide-prevention barrier and public art installation on Toronto’s Prince Edward Viaduct (Bloor Viaduct).
  • C. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • D. Luminary
    Luminary is a record label associated with the influential hip-hop duo Black Star, known for its role in underground and conscious rap music.
  • E. Lucidor
    Lucidor is a literary work by Austrian writer Hugo von Hofmannsthal, reflecting his characteristic blend of lyrical language and psychological depth.
  • 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.