Triple
T8122563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheryl Cole |
E189642
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Girls Aloud
Girls Aloud was a British-Irish girl group formed on the reality TV show "Popstars: The Rivals," known for their string of UK pop hits in the 2000s and innovative collaborations with producer Brian Higgins and Xenomania.
|
E714582
|
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: Girls Aloud | Statement: [Cheryl Cole, memberOf, Girls Aloud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Girls Aloud Context triple: [Cheryl Cole, memberOf, Girls Aloud]
-
A.
Atomic Kitten
Atomic Kitten is a British girl group best known for their early-2000s pop hits like "Whole Again" and "The Tide Is High (Get the Feeling)."
-
B.
Sugababes
Sugababes are a British girl group known for their evolving lineup and a string of pop and R&B hits in the 2000s, including songs like "Freak Like Me" and "Push the Button."
-
C.
Little Mix
Little Mix is a British girl group formed in 2011 that achieved international success with pop and R&B hits and became one of the best-selling girl groups of all time.
-
D.
Spice Girls
The Spice Girls are a British pop girl group formed in the mid-1990s, famous worldwide for hits like "Wannabe" and for popularizing the "girl power" movement in mainstream music culture.
-
E.
Westlife
Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
- 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: Girls Aloud Triple: [Cheryl Cole, memberOf, Girls Aloud]
Generated description
Girls Aloud was a British-Irish girl group formed on the reality TV show "Popstars: The Rivals," known for their string of UK pop hits in the 2000s and innovative collaborations with producer Brian Higgins and Xenomania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Girls Aloud Target entity description: Girls Aloud was a British-Irish girl group formed on the reality TV show "Popstars: The Rivals," known for their string of UK pop hits in the 2000s and innovative collaborations with producer Brian Higgins and Xenomania.
-
A.
Atomic Kitten
Atomic Kitten is a British girl group best known for their early-2000s pop hits like "Whole Again" and "The Tide Is High (Get the Feeling)."
-
B.
Sugababes
Sugababes are a British girl group known for their evolving lineup and a string of pop and R&B hits in the 2000s, including songs like "Freak Like Me" and "Push the Button."
-
C.
Little Mix
Little Mix is a British girl group formed in 2011 that achieved international success with pop and R&B hits and became one of the best-selling girl groups of all time.
-
D.
Spice Girls
The Spice Girls are a British pop girl group formed in the mid-1990s, famous worldwide for hits like "Wannabe" and for popularizing the "girl power" movement in mainstream music culture.
-
E.
Westlife
Westlife is an Irish pop vocal group best known for their string of late-1990s and 2000s chart-topping ballads and harmonies.
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb435cb30881909ccaa2f625e53799 |
completed | March 31, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc945c743c8190bf1d8e60975bd8bc |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc976995e481908a7e8f3b49c2784b |
completed | April 1, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cca843fbc0819098d1841fcef25eaa |
completed | April 1, 2026, 5:08 a.m. |
Created at: March 30, 2026, 5:33 p.m.