Triple

T4149954
Position Surface form Disambiguated ID Type / Status
Subject Weapon of Choice E89878 entity
Predicate writer P1360 FINISHED
Object Byron Stingley
Byron Stingley is a musician and songwriter best known for his work in house and dance music, including contributions to tracks like "Weapon of Choice."
 E417673 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 Stingley | Statement: [Weapon of Choice, writer, Byron Stingley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byron Stingley
Context triple: [Weapon of Choice, writer, Byron Stingley]
  • A. C. Aubrey Smith
    C. Aubrey Smith was an English cricketer-turned-character actor known for his commanding presence and frequent portrayals of dignified British gentlemen in early Hollywood films.
  • B. Nasir Pemberton
    Nasir Pemberton is a songwriter and music producer known for his work on contemporary hip-hop and R&B projects.
  • C. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • D. Carvin Haggins
    Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
  • E. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • 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 Stingley
Triple: [Weapon of Choice, writer, Byron Stingley]
Generated description
Byron Stingley is a musician and songwriter best known for his work in house and dance music, including contributions to tracks like "Weapon of Choice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byron Stingley
Target entity description: Byron Stingley is a musician and songwriter best known for his work in house and dance music, including contributions to tracks like "Weapon of Choice."
  • A. C. Aubrey Smith
    C. Aubrey Smith was an English cricketer-turned-character actor known for his commanding presence and frequent portrayals of dignified British gentlemen in early Hollywood films.
  • B. Nasir Pemberton
    Nasir Pemberton is a songwriter and music producer known for his work on contemporary hip-hop and R&B projects.
  • C. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • D. Carvin Haggins
    Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
  • E. OJ Haywood
    OJ Haywood is the quiet, determined horse rancher protagonist of Jordan Peele’s sci-fi horror film "Nope."
  • 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_69aed95a59a881909b26e70b42c6811a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0273a038819087db092da234e767 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f34c748819093d03ccddd3e1f75 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57f9e42c88190b516bf8dca7b2efc completed March 14, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69b58028e7108190a6c92fc9ea300f9e completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:43 p.m.