Triple

T8776549
Position Surface form Disambiguated ID Type / Status
Subject Poison Arrow E208597 entity
Predicate writer P1360 FINISHED
Object Stephen Singleton
Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
E756430 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: Stephen Singleton | Statement: [Poison Arrow, writer, Stephen Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Singleton
Context triple: [Poison Arrow, writer, Stephen Singleton]
  • A. Arthur James Singleton
    Arthur James Singleton, better known as Zutty Singleton, was an influential American jazz drummer associated with the early New Orleans and Chicago jazz scenes.
  • B. Armond Hill
    Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
  • 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. Cordell Broadus
    Cordell Broadus is an American former college football player and entrepreneur best known as the son of rapper Snoop Dogg and for his appearances on the reality show "Snoop Dogg's Father Hood."
  • 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: Stephen Singleton
Triple: [Poison Arrow, writer, Stephen Singleton]
Generated description
Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Singleton
Target entity description: Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
  • A. Arthur James Singleton
    Arthur James Singleton, better known as Zutty Singleton, was an influential American jazz drummer associated with the early New Orleans and Chicago jazz scenes.
  • B. Armond Hill
    Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
  • 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. Cordell Broadus
    Cordell Broadus is an American former college football player and entrepreneur best known as the son of rapper Snoop Dogg and for his appearances on the reality show "Snoop Dogg's Father Hood."
  • 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f5086088190b317cf2aac7bee83 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51ceee2c81908d521cc4931e25dd completed April 3, 2026, 5:36 a.m.
NEDg Description generation batch_69cf53a27e2c8190a639d3b1007c11c3 completed April 3, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cf54129d888190b61d67f99ad36cb8 completed April 3, 2026, 5:45 a.m.
Created at: March 30, 2026, 6:42 p.m.