Triple
T15142596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Action Bronson |
E361722
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Fuck, That's Delicious: An Annotated Guide to Eating Well
"Fuck, That's Delicious: An Annotated Guide to Eating Well" is a food-centric book by rapper and chef Action Bronson that blends recipes, personal stories, and culinary adventures into an irreverent guide to eating and living with gusto.
|
E1140118
|
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: Fuck, That's Delicious: An Annotated Guide to Eating Well | Statement: [Action Bronson, hasWritten, Fuck, That's Delicious: An Annotated Guide to Eating Well]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fuck, That's Delicious: An Annotated Guide to Eating Well Context triple: [Action Bronson, hasWritten, Fuck, That's Delicious: An Annotated Guide to Eating Well]
-
A.
Food: A Love Story
Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
-
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.
Double Delicious! Good, Simple Food for Busy, Complicated Lives
"Double Delicious! Good, Simple Food for Busy, Complicated Lives" is a healthy family-focused cookbook by Jessica Seinfeld that offers easy recipes designed to sneak nutritious ingredients into everyday meals.
-
D.
Good Eats
Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
-
E.
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.
- 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: Fuck, That's Delicious: An Annotated Guide to Eating Well Triple: [Action Bronson, hasWritten, Fuck, That's Delicious: An Annotated Guide to Eating Well]
Generated description
"Fuck, That's Delicious: An Annotated Guide to Eating Well" is a food-centric book by rapper and chef Action Bronson that blends recipes, personal stories, and culinary adventures into an irreverent guide to eating and living with gusto.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fuck, That's Delicious: An Annotated Guide to Eating Well Target entity description: "Fuck, That's Delicious: An Annotated Guide to Eating Well" is a food-centric book by rapper and chef Action Bronson that blends recipes, personal stories, and culinary adventures into an irreverent guide to eating and living with gusto.
-
A.
Food: A Love Story
Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
-
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.
Double Delicious! Good, Simple Food for Busy, Complicated Lives
"Double Delicious! Good, Simple Food for Busy, Complicated Lives" is a healthy family-focused cookbook by Jessica Seinfeld that offers easy recipes designed to sneak nutritious ingredients into everyday meals.
-
D.
Good Eats
Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
-
E.
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.
- 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_69d85a0759908190b8a051d2e2a1cbe6 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005c5c4248190b57234e3ccf2831b |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfee0ae48190a36523d3eeae9740 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec17d53448190942e5df10ffad4e5 |
completed | May 9, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec2300c4481908892a6515d99c12f |
completed | May 9, 2026, 5:12 a.m. |
Created at: April 10, 2026, 3:07 a.m.