Triple

T1648766
Position Surface form Disambiguated ID Type / Status
Subject Frankie Goes to Hollywood E35643 entity
Predicate member P10 FINISHED
Object Holly Johnson
Holly Johnson is a British singer, songwriter, and artist best known as the lead vocalist of the 1980s pop band Frankie Goes to Hollywood and for his solo hit "Love Train."
E186264 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: Holly Johnson | Statement: [Frankie Goes to Hollywood, member, Holly Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holly Johnson
Context triple: [Frankie Goes to Hollywood, member, Holly Johnson]
  • A. Stevie Crawford
    Stevie Crawford is a Scottish former professional footballer and coach best known as a prolific forward in the Scottish leagues and later as a manager.
  • B. Belinda Carlisle
    Belinda Carlisle is an American singer and former lead vocalist of the Go-Go's who achieved major solo success in the 1980s with pop hits like "Heaven Is a Place on Earth."
  • C. Elaine Paige
    Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
  • D. Randy Crawford
    Randy Crawford is an American jazz and R&B singer known for her soulful voice and emotive interpretations of pop and soul standards.
  • E. Pamela Archer
    Pamela Archer was the second wife of famed American World War II hero and actor Audie Murphy, with whom she had two sons and remained married until his death.
  • 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: Holly Johnson
Triple: [Frankie Goes to Hollywood, member, Holly Johnson]
Generated description
Holly Johnson is a British singer, songwriter, and artist best known as the lead vocalist of the 1980s pop band Frankie Goes to Hollywood and for his solo hit "Love Train."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holly Johnson
Target entity description: Holly Johnson is a British singer, songwriter, and artist best known as the lead vocalist of the 1980s pop band Frankie Goes to Hollywood and for his solo hit "Love Train."
  • A. Stevie Crawford
    Stevie Crawford is a Scottish former professional footballer and coach best known as a prolific forward in the Scottish leagues and later as a manager.
  • B. Belinda Carlisle
    Belinda Carlisle is an American singer and former lead vocalist of the Go-Go's who achieved major solo success in the 1980s with pop hits like "Heaven Is a Place on Earth."
  • C. Elaine Paige
    Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
  • D. Randy Crawford
    Randy Crawford is an American jazz and R&B singer known for her soulful voice and emotive interpretations of pop and soul standards.
  • E. Pamela Archer
    Pamela Archer was the second wife of famed American World War II hero and actor Audie Murphy, with whom she had two sons and remained married until his death.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a6537e0819082b966023e0c0583 completed March 5, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a73a288190a659e2a1f09ba524 completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61323b308190b883c4bf2c3ca1bf completed March 8, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad622acf5881908add72069bd2f060 completed March 8, 2026, 11:48 a.m.
Created at: March 4, 2026, 7:29 p.m.