Triple
T4087470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Beard |
E87621
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
How to Eat Better for Less Money
"How to Eat Better for Less Money" is a practical cookbook by James Beard that offers budget-conscious recipes and strategies for preparing flavorful, high-quality meals without overspending.
|
E413695
|
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: How to Eat Better for Less Money | Statement: [James Beard, notableWork, How to Eat Better for Less Money]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How to Eat Better for Less Money Context triple: [James Beard, notableWork, How to Eat Better for Less Money]
-
A.
Sandra's Money Saving Meals
"Sandra's Money Saving Meals" is a Food Network cooking show where Sandra Lee demonstrates budget-friendly recipes and strategies for economical home cooking.
-
B.
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.
-
C.
Thrifty Food Plan
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
-
D.
EatingWell
EatingWell is a food and lifestyle brand and magazine focused on healthy recipes, nutrition, and wellness-oriented cooking.
-
E.
Food: Transforming the American Table
"Food: Transforming the American Table" is a museum exhibition that explores how food, eating habits, and culinary innovation have shaped American culture, technology, and everyday life.
- 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: How to Eat Better for Less Money Triple: [James Beard, notableWork, How to Eat Better for Less Money]
Generated description
"How to Eat Better for Less Money" is a practical cookbook by James Beard that offers budget-conscious recipes and strategies for preparing flavorful, high-quality meals without overspending.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: How to Eat Better for Less Money Target entity description: "How to Eat Better for Less Money" is a practical cookbook by James Beard that offers budget-conscious recipes and strategies for preparing flavorful, high-quality meals without overspending.
-
A.
Sandra's Money Saving Meals
"Sandra's Money Saving Meals" is a Food Network cooking show where Sandra Lee demonstrates budget-friendly recipes and strategies for economical home cooking.
-
B.
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.
-
C.
Thrifty Food Plan
The Thrifty Food Plan is a U.S. Department of Agriculture market basket that estimates the cost of a minimal, nutritionally adequate diet and is used to set federal food assistance benefit levels.
-
D.
EatingWell
EatingWell is a food and lifestyle brand and magazine focused on healthy recipes, nutrition, and wellness-oriented cooking.
-
E.
Food: Transforming the American Table
"Food: Transforming the American Table" is a museum exhibition that explores how food, eating habits, and culinary innovation have shaped American culture, technology, and everyday life.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefca899008190b5ada98bdb79639f |
completed | March 9, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6335c4819093538f261a5093b3 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f249fa08190b14793f298ed160c |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f91065c8190bd6767249109d715 |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:39 p.m.