Triple

T16316160
Position Surface form Disambiguated ID Type / Status
Subject The Lone Gunmen E396177 entity
Predicate mainCharacter P1183 FINISHED
Object John Fitzgerald Byers
John Fitzgerald Byers is a conspiracy-obsessed, idealistic hacker and member of the Lone Gunmen trio from The X-Files universe.
 E1206518 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: John Fitzgerald Byers | Statement: [The Lone Gunmen, mainCharacter, John Fitzgerald Byers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Fitzgerald Byers
Context triple: [The Lone Gunmen, mainCharacter, John Fitzgerald Byers]
  • A. George Bowers
    George Bowers was an American film editor known for his work on numerous Hollywood movies, including the baseball comedy-drama "A League of Their Own."
  • B. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • C. Brook Byers
    Brook Byers is a prominent American venture capitalist best known as a longtime partner at Kleiner Perkins, where he has backed numerous influential technology and life sciences companies.
  • D. William Byers
    William Byers was a 19th-century American newspaperman and explorer known for his pioneering role in Colorado, including leading the first recorded ascent of Longs Peak.
  • E. William Byers
    William Byers is a central fictional character from the television series "Stranger Things," known for his mysterious disappearance into the Upside Down and its lasting impact on the story.
  • 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: John Fitzgerald Byers
Triple: [The Lone Gunmen, mainCharacter, John Fitzgerald Byers]
Generated description
John Fitzgerald Byers is a conspiracy-obsessed, idealistic hacker and member of the Lone Gunmen trio from The X-Files universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Fitzgerald Byers
Target entity description: John Fitzgerald Byers is a conspiracy-obsessed, idealistic hacker and member of the Lone Gunmen trio from The X-Files universe.
  • A. George Bowers
    George Bowers was an American film editor known for his work on numerous Hollywood movies, including the baseball comedy-drama "A League of Their Own."
  • B. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • C. Brook Byers
    Brook Byers is a prominent American venture capitalist best known as a longtime partner at Kleiner Perkins, where he has backed numerous influential technology and life sciences companies.
  • D. William Byers
    William Byers was a 19th-century American newspaperman and explorer known for his pioneering role in Colorado, including leading the first recorded ascent of Longs Peak.
  • E. William Byers
    William Byers is a central fictional character from the television series "Stranger Things," known for his mysterious disappearance into the Upside Down and its lasting impact on the story.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b1e9988190a1dce9f1ed7031df completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0026044a5881908773e286fb1a6e3e completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026c9b5c481908f60d2ebfb3f71d7 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00273dd8fc8190b84b8a96442781ee completed May 10, 2026, 6:35 a.m.
Created at: April 10, 2026, 5:06 a.m.