Triple
T13033480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert P. Murphy |
E326497
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Primal Prescription
The Primal Prescription is a book co-authored by economist Robert P. Murphy that critiques the U.S. healthcare system and explores how government intervention distorts medical markets.
|
E1017845
|
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 Primal Prescription | Statement: [Robert P. Murphy, notableWork, The Primal Prescription]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Primal Prescription Context triple: [Robert P. Murphy, notableWork, The Primal Prescription]
-
A.
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.
-
B.
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.
-
C.
Better Than Raw
Better Than Raw is a 1998 power metal album by the German band Helloween, known for its heavier sound and melodic songwriting.
-
D.
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.
-
E.
The Body Book
The Body Book is a health and wellness guide by actress Cameron Diaz that focuses on nutrition, fitness, and understanding the human body for long-term well-being.
- 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 Primal Prescription Triple: [Robert P. Murphy, notableWork, The Primal Prescription]
Generated description
The Primal Prescription is a book co-authored by economist Robert P. Murphy that critiques the U.S. healthcare system and explores how government intervention distorts medical markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Primal Prescription Target entity description: The Primal Prescription is a book co-authored by economist Robert P. Murphy that critiques the U.S. healthcare system and explores how government intervention distorts medical markets.
-
A.
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.
-
B.
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.
-
C.
Better Than Raw
Better Than Raw is a 1998 power metal album by the German band Helloween, known for its heavier sound and melodic songwriting.
-
D.
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.
-
E.
The Body Book
The Body Book is a health and wellness guide by actress Cameron Diaz that focuses on nutrition, fitness, and understanding the human body for long-term well-being.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97effca908190ab89fdb034e02680 |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbcf11f88190ab1746f973132af1 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cee0a27081909203e3331186b4ca |
completed | May 3, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cf987f68819084edcd6613832fe8 |
completed | May 3, 2026, 4:31 a.m. |
Created at: April 9, 2026, 8:54 p.m.