Triple

T4374132
Position Surface form Disambiguated ID Type / Status
Subject George Michael E98964 entity
Predicate partnerInDuoWith P1136 FINISHED
Object Andrew Ridgeley
Andrew Ridgeley is an English musician and songwriter best known as one half of the 1980s pop duo Wham! alongside George Michael.
 E434913 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: Andrew Ridgeley | Statement: [George Michael, partnerInDuoWith, Andrew Ridgeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Ridgeley
Context triple: [George Michael, partnerInDuoWith, Andrew Ridgeley]
  • A. Gary Kemp
    Gary Kemp is an English musician and actor best known as the guitarist and songwriter for the band Spandau Ballet and for his roles in films such as "The Krays."
  • B. John Sykes
    John Sykes is an English rock guitarist and songwriter best known for his work with bands like Thin Lizzy, Whitesnake, and Blue Murder.
  • C. Andy Taylor
    Andy Taylor is the wise, kind-hearted sheriff and widowed father who serves as the central figure in the classic American television sitcom "The Andy Griffith Show."
  • D. Mark Hunter
    Mark Hunter is the rebellious, pirate-radio–hosting teenager who challenges authority and inspires his peers in the 1990 cult film "Pump Up the Volume."
  • E. Roger Hodgson
    Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
  • 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: Andrew Ridgeley
Triple: [George Michael, partnerInDuoWith, Andrew Ridgeley]
Generated description
Andrew Ridgeley is an English musician and songwriter best known as one half of the 1980s pop duo Wham! alongside George Michael.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Ridgeley
Target entity description: Andrew Ridgeley is an English musician and songwriter best known as one half of the 1980s pop duo Wham! alongside George Michael.
  • A. Gary Kemp
    Gary Kemp is an English musician and actor best known as the guitarist and songwriter for the band Spandau Ballet and for his roles in films such as "The Krays."
  • B. John Sykes
    John Sykes is an English rock guitarist and songwriter best known for his work with bands like Thin Lizzy, Whitesnake, and Blue Murder.
  • C. Andy Taylor
    Andy Taylor is the wise, kind-hearted sheriff and widowed father who serves as the central figure in the classic American television sitcom "The Andy Griffith Show."
  • D. Mark Hunter
    Mark Hunter is the rebellious, pirate-radio–hosting teenager who challenges authority and inspires his peers in the 1990 cult film "Pump Up the Volume."
  • E. Roger Hodgson
    Roger Hodgson is an English musician, singer-songwriter, and co-founder of the progressive rock band Supertramp, known for writing and singing many of their biggest hits.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35220fa648190b116e786783a7eba completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e512350081908da06038e3080a3e completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5e58d77d88190b59e372eeec35195 completed March 14, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5e5fa68c08190a482cb7ea9030515 completed March 14, 2026, 10:49 p.m.
Created at: March 12, 2026, 11:17 p.m.