Triple

T6291781
Position Surface form Disambiguated ID Type / Status
Subject Go DJ E141034 entity
Predicate writer P1360 FINISHED
Object Byron Thomas
Byron Thomas, better known by his stage name Go DJ, is a music writer and DJ recognized for his contributions to contemporary hip-hop and club culture.
E582019 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 Thomas | Statement: [Go DJ, writer, Byron Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byron Thomas
Context triple: [Go DJ, writer, Byron Thomas]
  • A. Byron Bowers
    Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
  • B. Byron Bunch
    Byron Bunch is a hardworking, morally upright mill worker in William Faulkner’s novel "Light in August," known for his quiet compassion and unrequited love for Lena Grove.
  • C. Byron Hadley
    Byron Hadley is a brutal and authoritarian prison guard captain from Stephen King’s novella “Rita Hayworth and Shawshank Redemption” and its film adaptation “The Shawshank Redemption.”
  • D. Byron Simpson
    Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
  • E. Byron Antron Leftwich
    Byron Antron Leftwich is a former American football quarterback and NFL offensive coordinator best known for his playing career with the Jacksonville Jaguars and his coaching role with the Tampa Bay Buccaneers.
  • 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 Thomas
Triple: [Go DJ, writer, Byron Thomas]
Generated description
Byron Thomas, better known by his stage name Go DJ, is a music writer and DJ recognized for his contributions to contemporary hip-hop and club culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byron Thomas
Target entity description: Byron Thomas, better known by his stage name Go DJ, is a music writer and DJ recognized for his contributions to contemporary hip-hop and club culture.
  • A. Byron Bowers
    Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
  • B. Byron Bunch
    Byron Bunch is a hardworking, morally upright mill worker in William Faulkner’s novel "Light in August," known for his quiet compassion and unrequited love for Lena Grove.
  • C. Byron Hadley
    Byron Hadley is a brutal and authoritarian prison guard captain from Stephen King’s novella “Rita Hayworth and Shawshank Redemption” and its film adaptation “The Shawshank Redemption.”
  • D. Byron Simpson
    Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
  • E. Byron Antron Leftwich
    Byron Antron Leftwich is a former American football quarterback and NFL offensive coordinator best known for his playing career with the Jacksonville Jaguars and his coaching role with the Tampa Bay Buccaneers.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0641ea224819097b6962e6014c690 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51983afd081908d2cfeaeccb40bcb completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51ec56e408190968adb66d97e1e3e completed March 26, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69c51f99ed0c81908c921b3932b59879 completed March 26, 2026, 11:59 a.m.
Created at: March 22, 2026, 4:27 p.m.