Triple

T6526967
Position Surface form Disambiguated ID Type / Status
Subject Fam Udeorji E151327 entity
Predicate notableWork P4 FINISHED
Object Swarm
Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
 E602938 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: [Fam Udeorji, notableWork, Swarm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swarm
Context triple: [Fam Udeorji, notableWork, Swarm]
  • 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. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • C. 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.
  • D. Swarm (television series)
    Swarm is a psychological horror-comedy television series created by Donald Glover and Janine Nabers that satirically explores obsessive fandom and celebrity culture.
  • E. Hive Mind
    Hive Mind is a 2018 neo-soul and R&B album by the American band The Internet, noted for its smooth grooves, intricate musicianship, and cohesive, laid-back vibe.
  • 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: [Fam Udeorji, notableWork, Swarm]
Generated description
Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swarm
Target entity description: Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
  • 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. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • C. 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.
  • D. Swarm (television series)
    Swarm is a psychological horror-comedy television series created by Donald Glover and Janine Nabers that satirically explores obsessive fandom and celebrity culture.
  • E. Hive Mind
    Hive Mind is a 2018 neo-soul and R&B album by the American band The Internet, noted for its smooth grooves, intricate musicianship, and cohesive, laid-back vibe.
  • 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_69c687f522748190b3058405553cdabd completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ada8a0e48190947616f3a09a2cba completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5271b7c8190a602f6ec72efe04c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d622831c8190b09b8539e36afb7c completed March 27, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69c6d6b00ebc8190b893b3e209bf07c0 completed March 27, 2026, 7:12 p.m.
Created at: March 27, 2026, 1:45 p.m.