Triple
T10966583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harding |
E259114
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Sarah Harding
Sarah Harding was an English singer, model, and actress best known as a member of the pop group Girls Aloud.
|
E897365
|
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: Sarah Harding | Statement: [Harding, hasNotableBearer, Sarah Harding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sarah Harding Context triple: [Harding, hasNotableBearer, Sarah Harding]
-
A.
Sarah Harding
Sarah Harding is a resourceful and courageous animal behaviorist who ventures to Isla Sorna to study dinosaurs in Michael Crichton’s Jurassic Park universe and its film adaptation, The Lost World: Jurassic Park.
-
B.
Hannah Spearritt
Hannah Spearritt is an English singer and actress best known as a member of the pop group S Club 7 and for her roles in television series such as "Primeval."
-
C.
Heather Morris
Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
-
D.
Holly Sykes
Holly Sykes is a central, time-spanning protagonist in David Mitchell’s interconnected novels, most prominently featured in "The Bone Clocks," through whom he explores themes of mortality, memory, and the supernatural.
-
E.
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.
- 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: Sarah Harding Triple: [Harding, hasNotableBearer, Sarah Harding]
Generated description
Sarah Harding was an English singer, model, and actress best known as a member of the pop group Girls Aloud.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sarah Harding Target entity description: Sarah Harding was an English singer, model, and actress best known as a member of the pop group Girls Aloud.
-
A.
Sarah Harding
Sarah Harding is a resourceful and courageous animal behaviorist who ventures to Isla Sorna to study dinosaurs in Michael Crichton’s Jurassic Park universe and its film adaptation, The Lost World: Jurassic Park.
-
B.
Hannah Spearritt
Hannah Spearritt is an English singer and actress best known as a member of the pop group S Club 7 and for her roles in television series such as "Primeval."
-
C.
Heather Morris
Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
-
D.
Holly Sykes
Holly Sykes is a central, time-spanning protagonist in David Mitchell’s interconnected novels, most prominently featured in "The Bone Clocks," through whom he explores themes of mortality, memory, and the supernatural.
-
E.
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.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77149c0448190a66322fa696fdbda |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d78156c48190a956dc22b9832bcb |
completed | April 18, 2026, 12:59 a.m. |
| NEDg | Description generation | batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3261cc4f48190ba0e5645f37cd4b5 |
completed | April 18, 2026, 6:35 a.m. |
Created at: April 8, 2026, 9:24 p.m.