Triple

T1331158
Position Surface form Disambiguated ID Type / Status
Subject Swarm (television series) E28645 entity
Predicate castMember P1668 FINISHED
Object Byron Bowers
Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
 E213829 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: Byron Bowers | Statement: [Swarm (television series), castMember, Byron Bowers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byron Bowers
Context triple: [Swarm (television series), castMember, Byron Bowers]
  • A. John Bowers
    John Bowers is a prominent American engineer and physicist renowned for his pioneering contributions to photonics and optoelectronics, particularly in the development of high-speed and energy-efficient optical communication technologies.
  • B. Byron Metcalf
    Byron Metcalf is an American musician and producer known for his work in shamanic and ambient percussion-based music.
  • C. Bryan Shaw
    Bryan Shaw is an American Major League Baseball relief pitcher known for his durability and heavy workload out of the bullpen, particularly during his tenure with the Cleveland Indians.
  • D. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • E. Brett Veach
    Brett Veach is an American football executive best known for building multiple Super Bowl–winning rosters as the general manager of the Kansas City Chiefs.
  • 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: Byron Bowers
Triple: [Swarm (television series), castMember, Byron Bowers]
Generated description
Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byron Bowers
Target entity description: Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
  • A. John Bowers
    John Bowers is a prominent American engineer and physicist renowned for his pioneering contributions to photonics and optoelectronics, particularly in the development of high-speed and energy-efficient optical communication technologies.
  • B. Byron Metcalf
    Byron Metcalf is an American musician and producer known for his work in shamanic and ambient percussion-based music.
  • C. Bryan Shaw
    Bryan Shaw is an American Major League Baseball relief pitcher known for his durability and heavy workload out of the bullpen, particularly during his tenure with the Cleveland Indians.
  • D. Jonathan Byers
    Jonathan Byers is a quiet, introspective teenager and aspiring photographer from the Byers family in the supernatural horror series "Stranger Things."
  • E. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69adeab9dd008190a07b22ba3bd5bc22 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb503ec88190b8d0cb17bbb8f520 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adef13e030819086e9e8862198d859 completed March 8, 2026, 9:50 p.m.
Created at: March 1, 2026, 7:55 p.m.