Triple

T23052027
Position Surface form Disambiguated ID Type / Status
Subject The Vogues E574044 entity
Predicate hasMember P10 FINISHED
Object Hugh Geyer
Hugh Geyer is an American singer best known as a member of the pop vocal group The Vogues, noted for their smooth harmonies and 1960s hits.
E1568535 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: Hugh Geyer | Statement: [The Vogues, hasMember, Hugh Geyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh Geyer
Context triple: [The Vogues, hasMember, Hugh Geyer]
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. John Juergens
    John Juergens is a fictional character from the TV series "The Secret Life of the American Teenager," known as the infant son of teenage mother Amy Juergens.
  • C. John Schehr
    John Schehr was a German communist politician and anti-fascist resistance figure who briefly led the Communist Party of Germany before being killed by the Nazis in 1934.
  • D. Nigel Glockler
    Nigel Glockler is an English drummer best known for his long-standing role in the heavy metal band Saxon.
  • E. Christopher Geidt
    Christopher Geidt is a British civil servant and former Private Secretary to Queen Elizabeth II who later served as the UK’s Independent Adviser on Ministers’ Interests.
  • 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: Hugh Geyer
Triple: [The Vogues, hasMember, Hugh Geyer]
Generated description
Hugh Geyer is an American singer best known as a member of the pop vocal group The Vogues, noted for their smooth harmonies and 1960s hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh Geyer
Target entity description: Hugh Geyer is an American singer best known as a member of the pop vocal group The Vogues, noted for their smooth harmonies and 1960s hits.
  • A. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • B. John Juergens
    John Juergens is a fictional character from the TV series "The Secret Life of the American Teenager," known as the infant son of teenage mother Amy Juergens.
  • C. John Schehr
    John Schehr was a German communist politician and anti-fascist resistance figure who briefly led the Communist Party of Germany before being killed by the Nazis in 1934.
  • D. Nigel Glockler
    Nigel Glockler is an English drummer best known for his long-standing role in the heavy metal band Saxon.
  • E. Christopher Geidt
    Christopher Geidt is a British civil servant and former Private Secretary to Queen Elizabeth II who later served as the UK’s Independent Adviser on Ministers’ Interests.
  • 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_69e245ba7ae48190be606dbc54120e39 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1867d010c8190bc5dba6758d0b797 completed April 29, 2026, 4:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ae036908190a6cdcb74e0d28f82 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0e2dd7908190afa879304ef3ed17 completed May 19, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0eaa7f8c81908110341d34d92537 completed May 19, 2026, 7:18 a.m.
Created at: April 17, 2026, 3:54 p.m.