Triple
T8212959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GB News |
E191864
|
entity |
| Predicate | hasPresenter |
P83
|
FINISHED |
| Object |
Michelle Dewberry
Michelle Dewberry is a British businesswoman, former winner of The Apprentice, and television presenter known for her political commentary and work on UK news and current affairs programmes.
|
E738226
|
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: Michelle Dewberry | Statement: [GB News, hasPresenter, Michelle Dewberry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Dewberry Context triple: [GB News, hasPresenter, Michelle Dewberry]
-
A.
Shannon Doughton
Shannon Doughton is a musician best known as a principal performer associated with the band Pod.
-
B.
Lisa Bryer
Lisa Bryer is a British film producer best known for her work on acclaimed independent films, including the award-winning drama "The Last King of Scotland."
-
C.
Kimberly Drummond
Kimberly Drummond is a central character on the American sitcom "Diff'rent Strokes," known as the teenage daughter in the wealthy Drummond family who helps bridge the cultural gap with her adopted brothers.
-
D.
Lisa Townsend
Lisa Townsend is the elected Police and Crime Commissioner responsible for overseeing policing strategy and accountability in Surrey, England.
-
E.
Beth Shuey
Beth Shuey is the former wife of NFL head coach Sean Payton and the mother of their two children.
- 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: Michelle Dewberry Triple: [GB News, hasPresenter, Michelle Dewberry]
Generated description
Michelle Dewberry is a British businesswoman, former winner of The Apprentice, and television presenter known for her political commentary and work on UK news and current affairs programmes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Dewberry Target entity description: Michelle Dewberry is a British businesswoman, former winner of The Apprentice, and television presenter known for her political commentary and work on UK news and current affairs programmes.
-
A.
Shannon Doughton
Shannon Doughton is a musician best known as a principal performer associated with the band Pod.
-
B.
Lisa Bryer
Lisa Bryer is a British film producer best known for her work on acclaimed independent films, including the award-winning drama "The Last King of Scotland."
-
C.
Kimberly Drummond
Kimberly Drummond is a central character on the American sitcom "Diff'rent Strokes," known as the teenage daughter in the wealthy Drummond family who helps bridge the cultural gap with her adopted brothers.
-
D.
Lisa Townsend
Lisa Townsend is the elected Police and Crime Commissioner responsible for overseeing policing strategy and accountability in Surrey, England.
-
E.
Beth Shuey
Beth Shuey is the former wife of NFL head coach Sean Payton and the mother of their two children.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb76e07a1c8190b5d1ec2ef16966ad |
completed | March 31, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4d731b248190a440e1289e655b74 |
completed | April 2, 2026, 11:05 a.m. |
| NEDg | Description generation | batch_69ce4f556a408190b404481a32b2457b |
completed | April 2, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce503737a4819083ebf9f410eac826 |
completed | April 2, 2026, 11:17 a.m. |
Created at: March 30, 2026, 5:44 p.m.