Triple

T7305339
Position Surface form Disambiguated ID Type / Status
Subject The Human League E167959 entity
Predicate member P10 FINISHED
Object Philip Oakey
Philip Oakey is an English singer, songwriter, and producer best known as the lead vocalist and co-founder of the influential synth-pop band The Human League.
 E655401 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: Philip Oakey | Statement: [The Human League, member, Philip Oakey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Philip Oakey
Context triple: [The Human League, member, Philip Oakey]
  • A. Scott Robinson
    Scott Robinson is a fictional character from the long-running Australian soap opera "Neighbours," known for being one of the show's original and central Ramsay Street residents.
  • B. Martyn Phillips
    Martyn Phillips is a British record producer best known for his work on early-1990s dance and pop hits, including Londonbeat’s chart-topping single "I've Been Thinking About You."
  • C. Topper Headon
    Topper Headon is an English drummer best known for his powerful, versatile playing with the influential punk rock band The Clash.
  • D. Geoff Downes
    Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
  • E. Simon Le Bon
    Simon Le Bon is an English singer and lyricist best known as the lead vocalist of the new wave band Duran Duran.
  • 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: Philip Oakey
Triple: [The Human League, member, Philip Oakey]
Generated description
Philip Oakey is an English singer, songwriter, and producer best known as the lead vocalist and co-founder of the influential synth-pop band The Human League.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Philip Oakey
Target entity description: Philip Oakey is an English singer, songwriter, and producer best known as the lead vocalist and co-founder of the influential synth-pop band The Human League.
  • A. Scott Robinson
    Scott Robinson is a fictional character from the long-running Australian soap opera "Neighbours," known for being one of the show's original and central Ramsay Street residents.
  • B. Martyn Phillips
    Martyn Phillips is a British record producer best known for his work on early-1990s dance and pop hits, including Londonbeat’s chart-topping single "I've Been Thinking About You."
  • C. Topper Headon
    Topper Headon is an English drummer best known for his powerful, versatile playing with the influential punk rock band The Clash.
  • D. Geoff Downes
    Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
  • E. Simon Le Bon
    Simon Le Bon is an English singer and lyricist best known as the lead vocalist of the new wave band Duran Duran.
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd61c0c8190abb1368c9dfb1550 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e5603a288190a19d426905781cae completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e5ef420081908026576aaba34b11 completed March 28, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69c7e67d64748190a4b5765a06413fd6 completed March 28, 2026, 2:32 p.m.
Created at: March 27, 2026, 3:01 p.m.