Triple

T13996019
Position Surface form Disambiguated ID Type / Status
Subject S Club 8 E336697 entity
Predicate hasMember P10 FINISHED
Object Stacey McClean
Stacey McClean is a British singer and television personality best known as a member of the pop group S Club 8 and later appearances on shows like The X Factor.
E1074216 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: Stacey McClean | Statement: [S Club 8, hasMember, Stacey McClean]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stacey McClean
Context triple: [S Club 8, hasMember, Stacey McClean]
  • A. Stacey Thomas
    Stacey Thomas is known as the spouse of American actor Robert Foxworth.
  • B. Stacey Sutton
    Stacey Sutton is a fictional geologist and Bond girl who appears as a key ally to James Bond in the 1985 film "A View to a Kill."
  • C. Stacey Colbert
    Stacey Colbert is a central character in the 1990s sitcom "Ned and Stacey," portrayed as an ambitious, sharp-tongued journalist who enters a marriage of convenience with ad executive Ned Dorsey.
  • D. Cara Staggs
    Cara Staggs is a graphic designer best known for creating the current state flag of Mississippi.
  • E. Rae McGrath
    Rae McGrath is a British humanitarian and Nobel Peace Prize co-laureate known for his pioneering work in landmine clearance and advocacy against anti-personnel mines.
  • 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: Stacey McClean
Triple: [S Club 8, hasMember, Stacey McClean]
Generated description
Stacey McClean is a British singer and television personality best known as a member of the pop group S Club 8 and later appearances on shows like The X Factor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stacey McClean
Target entity description: Stacey McClean is a British singer and television personality best known as a member of the pop group S Club 8 and later appearances on shows like The X Factor.
  • A. Stacey Thomas
    Stacey Thomas is known as the spouse of American actor Robert Foxworth.
  • B. Stacey Sutton
    Stacey Sutton is a fictional geologist and Bond girl who appears as a key ally to James Bond in the 1985 film "A View to a Kill."
  • C. Stacey Colbert
    Stacey Colbert is a central character in the 1990s sitcom "Ned and Stacey," portrayed as an ambitious, sharp-tongued journalist who enters a marriage of convenience with ad executive Ned Dorsey.
  • D. Cara Staggs
    Cara Staggs is a graphic designer best known for creating the current state flag of Mississippi.
  • E. Rae McGrath
    Rae McGrath is a British humanitarian and Nobel Peace Prize co-laureate known for his pioneering work in landmine clearance and advocacy against anti-personnel mines.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb53f508190855cd69b8061dd77 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9d4a54819091c7efbeb4dcc5f7 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbadc6cb2c8190bdf66ad1fa6dd392 completed May 6, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69fbb01071408190a85e5e9be0150593 completed May 6, 2026, 9:18 p.m.
Created at: April 9, 2026, 10:19 p.m.