Triple
T7252354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Restaurant Association Show |
E157633
|
entity |
| Predicate | organizedBy |
P123
|
FINISHED |
| Object |
National Restaurant Association
The National Restaurant Association is a leading U.S. trade association representing the restaurant and foodservice industry, providing advocacy, education, and resources to its members.
|
E651271
|
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: National Restaurant Association | Statement: [National Restaurant Association Show, organizedBy, National Restaurant Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Restaurant Association Context triple: [National Restaurant Association Show, organizedBy, National Restaurant Association]
-
A.
National Restaurant Association Show
The National Restaurant Association Show is a major annual trade event for the foodservice and hospitality industry, showcasing new products, technologies, and trends for restaurant professionals.
-
B.
James Beard Foundation
The James Beard Foundation is a prominent American culinary organization that celebrates and supports chefs, restaurants, and the broader food industry through prestigious awards, scholarships, and educational programs.
-
C.
Aramark
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
-
D.
Delaware North
Delaware North is a global hospitality and food service company known for operating concessions, lodging, and venues at major sports stadiums, airports, and entertainment destinations.
-
E.
Darden
Darden is the graduate business school of the University of Virginia, renowned for its MBA programs and case-based teaching approach.
- 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: National Restaurant Association Triple: [National Restaurant Association Show, organizedBy, National Restaurant Association]
Generated description
The National Restaurant Association is a leading U.S. trade association representing the restaurant and foodservice industry, providing advocacy, education, and resources to its members.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Restaurant Association Target entity description: The National Restaurant Association is a leading U.S. trade association representing the restaurant and foodservice industry, providing advocacy, education, and resources to its members.
-
A.
National Restaurant Association Show
The National Restaurant Association Show is a major annual trade event for the foodservice and hospitality industry, showcasing new products, technologies, and trends for restaurant professionals.
-
B.
James Beard Foundation
The James Beard Foundation is a prominent American culinary organization that celebrates and supports chefs, restaurants, and the broader food industry through prestigious awards, scholarships, and educational programs.
-
C.
Aramark
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
-
D.
Delaware North
Delaware North is a global hospitality and food service company known for operating concessions, lodging, and venues at major sports stadiums, airports, and entertainment destinations.
-
E.
Darden
Darden is the graduate business school of the University of Virginia, renowned for its MBA programs and case-based teaching approach.
- 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_69c6882d81d4819085f7ff862951ee4f |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea7ae0e48190bd80c91bad1976c6 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3a7502081909d2a97a60cc445ae |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d4690adc81909abbfb7a756f453d |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d517a7108190893878cbef7d1a3a |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:56 p.m.