Triple

T23004835
Position Surface form Disambiguated ID Type / Status
Subject Guilty Simpson E572734 entity
Predicate birthName P65 FINISHED
Object Byron Simpson
Byron Simpson, better known by his stage name Guilty Simpson, is an American rapper from Detroit recognized for his gritty lyrics and collaborations with producers like J Dilla and Madlib.
 E1568436 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 Simpson | Statement: [Guilty Simpson, birthName, Byron Simpson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byron Simpson
Context triple: [Guilty Simpson, birthName, Byron Simpson]
  • A. Byron Simpson
    Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
  • 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 Bowers
    Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
  • D. Byron Stroud
    Byron Stroud is a Canadian bassist best known for his work in metal bands such as Strapping Young Lad and Fear Factory.
  • E. Brett Simpson
    Brett Simpson is a sports administrator who serves as the athletic director for the Wolf Pack athletic program.
  • 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 Simpson
Triple: [Guilty Simpson, birthName, Byron Simpson]
Generated description
Byron Simpson, better known by his stage name Guilty Simpson, is an American rapper from Detroit recognized for his gritty lyrics and collaborations with producers like J Dilla and Madlib.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byron Simpson
Target entity description: Byron Simpson, better known by his stage name Guilty Simpson, is an American rapper from Detroit recognized for his gritty lyrics and collaborations with producers like J Dilla and Madlib.
  • A. Byron Simpson
    Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
  • 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 Bowers
    Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
  • D. Byron Stroud
    Byron Stroud is a Canadian bassist best known for his work in metal bands such as Strapping Young Lad and Fear Factory.
  • E. Brett Simpson
    Brett Simpson is a sports administrator who serves as the athletic director for the Wolf Pack athletic program.
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18356417881908c8d6ee56bdc85f5 completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0acabb808190a688aacdf935a9ad completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0f7adc1881909118993546f0a702 completed May 19, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0ff32c2c81909a4c2555c6769cdd completed May 19, 2026, 7:23 a.m.
Created at: April 17, 2026, 3:51 p.m.