Triple
T7288582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spice Girls |
E163936
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Emma Bunton
Emma Bunton is a British singer, songwriter, and media personality best known as "Baby Spice" from the iconic pop group the Spice Girls.
|
E653951
|
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: Emma Bunton | Statement: [Spice Girls, member, Emma Bunton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Bunton Context triple: [Spice Girls, member, Emma Bunton]
-
A.
Cheryl Cole
Cheryl Cole is an English pop singer, dancer, and television personality who rose to fame with the girl group Girls Aloud and later became a successful solo artist and talent show judge.
-
B.
Heather Morris
Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
-
C.
Pauline Collins
Pauline Collins is an English actress best known for her award-winning role in the film and stage versions of "Shirley Valentine" and for numerous performances in British television and theatre.
-
D.
Melanie C
Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
-
E.
Dani Minogue
Dani Minogue is an Australian singer, actress, and television personality known for her pop music career and roles as a talent show judge, as well as being the younger sister of Kylie Minogue.
- 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: Emma Bunton Triple: [Spice Girls, member, Emma Bunton]
Generated description
Emma Bunton is a British singer, songwriter, and media personality best known as "Baby Spice" from the iconic pop group the Spice Girls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Bunton Target entity description: Emma Bunton is a British singer, songwriter, and media personality best known as "Baby Spice" from the iconic pop group the Spice Girls.
-
A.
Cheryl Cole
Cheryl Cole is an English pop singer, dancer, and television personality who rose to fame with the girl group Girls Aloud and later became a successful solo artist and talent show judge.
-
B.
Heather Morris
Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
-
C.
Pauline Collins
Pauline Collins is an English actress best known for her award-winning role in the film and stage versions of "Shirley Valentine" and for numerous performances in British television and theatre.
-
D.
Melanie C
Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
-
E.
Dani Minogue
Dani Minogue is an Australian singer, actress, and television personality known for her pop music career and roles as a talent show judge, as well as being the younger sister of Kylie Minogue.
- 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_69c6886093b88190a254b1ce6db8bae7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb6bde448190b52852c916a8059d |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db4671e08190874d5e099e883509 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7dbc1ff0c8190bc7639a74a5d3af3 |
completed | March 28, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dc6873a081908ea4e953430ec20b |
completed | March 28, 2026, 1:49 p.m. |
Created at: March 27, 2026, 3 p.m.