Triple

T10792738
Position Surface form Disambiguated ID Type / Status
Subject Heather Dubrow E254621 entity
Predicate authorOf P4244 FINISHED
Object The Dubrow Diet
The Dubrow Diet is a celebrity-endorsed weight-loss and lifestyle program that combines intermittent fasting with low-carb, high-protein eating to promote fat loss and anti-aging benefits.
E885413 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 Diet | Statement: [Heather Dubrow, authorOf, The Dubrow Diet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dubrow Diet
Context triple: [Heather Dubrow, authorOf, The Dubrow Diet]
  • A. 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.
  • B. Cravings: Recipes for All the Food You Want to Eat
    Cravings: Recipes for All the Food You Want to Eat is Chrissy Teigen’s bestselling debut cookbook, featuring indulgent, comfort-driven recipes with a playful, personal tone.
  • C. How to Eat to Live
    "How to Eat to Live" is a series of dietary and health guidance books by Nation of Islam leader Elijah Muhammad that outline a religiously grounded regimen for eating and lifestyle.
  • D. The Insatiable Appetite
    "The Insatiable Appetite" is an episode of the nature documentary series *The Life of Birds* that explores the diverse feeding strategies and remarkable adaptations birds use to find and consume food.
  • 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 Diet
Triple: [Heather Dubrow, authorOf, The Dubrow Diet]
Generated description
The Dubrow Diet is a celebrity-endorsed weight-loss and lifestyle program that combines intermittent fasting with low-carb, high-protein eating to promote fat loss and anti-aging benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dubrow Diet
Target entity description: The Dubrow Diet is a celebrity-endorsed weight-loss and lifestyle program that combines intermittent fasting with low-carb, high-protein eating to promote fat loss and anti-aging benefits.
  • A. 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.
  • B. Cravings: Recipes for All the Food You Want to Eat
    Cravings: Recipes for All the Food You Want to Eat is Chrissy Teigen’s bestselling debut cookbook, featuring indulgent, comfort-driven recipes with a playful, personal tone.
  • C. How to Eat to Live
    "How to Eat to Live" is a series of dietary and health guidance books by Nation of Islam leader Elijah Muhammad that outline a religiously grounded regimen for eating and lifestyle.
  • D. The Insatiable Appetite
    "The Insatiable Appetite" is an episode of the nature documentary series *The Life of Birds* that explores the diverse feeding strategies and remarkable adaptations birds use to find and consume food.
  • 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.