Triple

T5019101
Position Surface form Disambiguated ID Type / Status
Subject Will Byers E112805 entity
Predicate stepfather P6826 FINISHED
Object Lonnie Byers
Lonnie Byers is a minor character in the TV series "Stranger Things," known as the neglectful and self-centered estranged father of Will and Jonathan Byers.
 E488107 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: Lonnie Byers | Statement: [Will Byers, stepfather, Lonnie Byers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lonnie Byers
Context triple: [Will Byers, stepfather, Lonnie Byers]
  • A. Butch Coolidge
    Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
  • B. Larry Blanford
    Larry Blanford is a professional cinematographer known for his work on feature films such as the romantic comedy "Think Like a Man."
  • C. Lyndon Byers
    Lyndon Byers is a former Canadian professional ice hockey right winger best known for his tough, physical play with the Boston Bruins in the NHL.
  • D. Dennis Yost
    Dennis Yost was an American singer best known as the lead vocalist of the 1960s and 1970s soft rock group Classics IV, noted for hits like "Spooky" and "Traces."
  • E. Duane Denison
    Duane Denison is an American guitarist best known for his innovative, angular playing style in the influential noise rock band The Jesus Lizard and later work with acts like Tomahawk.
  • 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: Lonnie Byers
Triple: [Will Byers, stepfather, Lonnie Byers]
Generated description
Lonnie Byers is a minor character in the TV series "Stranger Things," known as the neglectful and self-centered estranged father of Will and Jonathan Byers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lonnie Byers
Target entity description: Lonnie Byers is a minor character in the TV series "Stranger Things," known as the neglectful and self-centered estranged father of Will and Jonathan Byers.
  • A. Butch Coolidge
    Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
  • B. Larry Blanford
    Larry Blanford is a professional cinematographer known for his work on feature films such as the romantic comedy "Think Like a Man."
  • C. Lyndon Byers
    Lyndon Byers is a former Canadian professional ice hockey right winger best known for his tough, physical play with the Boston Bruins in the NHL.
  • D. Dennis Yost
    Dennis Yost was an American singer best known as the lead vocalist of the 1960s and 1970s soft rock group Classics IV, noted for hits like "Spooky" and "Traces."
  • E. Duane Denison
    Duane Denison is an American guitarist best known for his innovative, angular playing style in the influential noise rock band The Jesus Lizard and later work with acts like Tomahawk.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7342c62881909acb35849da8761c completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c5e06fc8190bdd875c04cefd789 completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9e2508bc81909f24dd56e01d83fa completed March 21, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69be9e9b2d5c81908df67c69e7e96619 completed March 21, 2026, 1:35 p.m.
Created at: March 20, 2026, 1:35 p.m.