Triple

T10792739
Position Surface form Disambiguated ID Type / Status
Subject Heather Dubrow E254621 entity
Predicate authorOf P4244 FINISHED
Object The Dubrow Keto Fusion Diet
The Dubrow Keto Fusion Diet is a weight-loss and lifestyle book that combines principles of ketogenic eating with intermittent fasting, co-authored by reality TV personality Heather Dubrow and her husband, Dr. Terry Dubrow.
E885414 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: The Dubrow Keto Fusion Diet | Statement: [Heather Dubrow, authorOf, The Dubrow Keto Fusion Diet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dubrow Keto Fusion Diet
Context triple: [Heather Dubrow, authorOf, The Dubrow Keto Fusion Diet]
  • A. Karatay diet
    The Karatay diet is a low-carbohydrate, high-fat eating regimen developed by Turkish cardiologist Canan Karatay that emphasizes natural, unprocessed foods and blood sugar control.
  • B. The Diet
    The Diet is Japan’s bicameral national legislature, consisting of the House of Representatives and the House of Councillors, responsible for making laws and selecting the Prime Minister.
  • C. Atkins
    Atkins is an English patronymic surname that originated as a diminutive form of the given name Adam.
  • D. Atkins
    Atkins is a popular low-carbohydrate diet and nutrition brand known for its weight-loss programs and packaged food products.
  • E. The Fat One
    The Fat One is the English translation of the Italian nickname "La Grassa," often used to refer to the city of Bologna for its rich culinary tradition.
  • 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: The Dubrow Keto Fusion Diet
Triple: [Heather Dubrow, authorOf, The Dubrow Keto Fusion Diet]
Generated description
The Dubrow Keto Fusion Diet is a weight-loss and lifestyle book that combines principles of ketogenic eating with intermittent fasting, co-authored by reality TV personality Heather Dubrow and her husband, Dr. Terry Dubrow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dubrow Keto Fusion Diet
Target entity description: The Dubrow Keto Fusion Diet is a weight-loss and lifestyle book that combines principles of ketogenic eating with intermittent fasting, co-authored by reality TV personality Heather Dubrow and her husband, Dr. Terry Dubrow.
  • A. Karatay diet
    The Karatay diet is a low-carbohydrate, high-fat eating regimen developed by Turkish cardiologist Canan Karatay that emphasizes natural, unprocessed foods and blood sugar control.
  • B. The Diet
    The Diet is Japan’s bicameral national legislature, consisting of the House of Representatives and the House of Councillors, responsible for making laws and selecting the Prime Minister.
  • C. Atkins
    Atkins is an English patronymic surname that originated as a diminutive form of the given name Adam.
  • D. Atkins
    Atkins is a popular low-carbohydrate diet and nutrition brand known for its weight-loss programs and packaged food products.
  • E. The Fat One
    The Fat One is the English translation of the Italian nickname "La Grassa," often used to refer to the city of Bologna for its rich culinary tradition.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f7ad408190af4727dd9d459498 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de564748ac8190beaaea44bb2d95ed completed April 14, 2026, 2:59 p.m.
NEDg Description generation batch_69de5eae7ab88190a0c512cfe61e3458 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de60907e1081908405b6d71adbd388 completed April 14, 2026, 3:43 p.m.
Created at: April 8, 2026, 9:17 p.m.