Triple

T14216442
Position Surface form Disambiguated ID Type / Status
Subject The Invisible Enemy E352362 entity
Predicate featuresAntagonist P32100 FINISHED
Object The Swarm
The Swarm is a collective, hive-minded alien antagonist known for overwhelming its enemies through sheer numbers and coordinated attacks.
 E1084841 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: The Swarm | Statement: [The Invisible Enemy, featuresAntagonist, The Swarm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Swarm
Context triple: [The Invisible Enemy, featuresAntagonist, The Swarm]
  • A. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • B. The Swarm
    The Swarm is a winged steel roller coaster at Thorpe Park in the UK, themed around a post-apocalyptic disaster with near-miss elements and inversions.
  • C. Swarm
    Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
  • 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 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.
  • 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: The Swarm
Triple: [The Invisible Enemy, featuresAntagonist, The Swarm]
Generated description
The Swarm is a collective, hive-minded alien antagonist known for overwhelming its enemies through sheer numbers and coordinated attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Swarm
Target entity description: The Swarm is a collective, hive-minded alien antagonist known for overwhelming its enemies through sheer numbers and coordinated attacks.
  • A. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • B. The Swarm
    The Swarm is a winged steel roller coaster at Thorpe Park in the UK, themed around a post-apocalyptic disaster with near-miss elements and inversions.
  • C. Swarm
    Swarm is a giant wasp-like Skylander character from the Skylanders: Giants video game, known for his flying abilities and stinger-based combat.
  • D. Swarm
    Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
  • E. 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.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd195bcf4c8190b0b4b704b0b6fa45 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1a4485e88190a835b9aadc304e3d completed May 7, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69fd1ab75e8c819091ebc3b4bc16f2cb completed May 7, 2026, 11:05 p.m.
Created at: April 10, 2026, 1:06 a.m.