Triple
T2881096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oak Park and River Forest High School |
E59397
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Ray Kroc
Ray Kroc was an American businessman best known for turning McDonald's into a global fast-food empire through aggressive franchising and standardization.
|
E307929
|
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: Ray Kroc | Statement: [Oak Park and River Forest High School, notableAlumnus, Ray Kroc]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ray Kroc Context triple: [Oak Park and River Forest High School, notableAlumnus, Ray Kroc]
-
A.
Norman Brinker
Norman Brinker was an influential American restaurateur and entrepreneur credited with pioneering the casual dining industry through brands like Chili’s and Steak and Ale.
-
B.
Wayne Huizenga
Wayne Huizenga was an American businessman and entrepreneur best known for founding Waste Management, Blockbuster Video, and AutoNation, and for owning multiple professional sports franchises in South Florida.
-
C.
Philip K. Wrigley
Philip K. Wrigley was an American chewing gum magnate and longtime owner of the Chicago Cubs, known for expanding his family's Wrigley business empire and for his influential role in Major League Baseball.
-
D.
A. W. Ross
A. W. Ross was a real estate developer best known for transforming Los Angeles’s Wilshire Boulevard into the bustling Miracle Mile commercial district.
-
E.
Jerry L. Ross
Jerry L. Ross is a retired U.S. Air Force officer and NASA astronaut renowned for holding a record number of Space Shuttle flights and spacewalks during the construction of the International Space Station.
- 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: Ray Kroc Triple: [Oak Park and River Forest High School, notableAlumnus, Ray Kroc]
Generated description
Ray Kroc was an American businessman best known for turning McDonald's into a global fast-food empire through aggressive franchising and standardization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ray Kroc Target entity description: Ray Kroc was an American businessman best known for turning McDonald's into a global fast-food empire through aggressive franchising and standardization.
-
A.
Norman Brinker
Norman Brinker was an influential American restaurateur and entrepreneur credited with pioneering the casual dining industry through brands like Chili’s and Steak and Ale.
-
B.
Wayne Huizenga
Wayne Huizenga was an American businessman and entrepreneur best known for founding Waste Management, Blockbuster Video, and AutoNation, and for owning multiple professional sports franchises in South Florida.
-
C.
Philip K. Wrigley
Philip K. Wrigley was an American chewing gum magnate and longtime owner of the Chicago Cubs, known for expanding his family's Wrigley business empire and for his influential role in Major League Baseball.
-
D.
A. W. Ross
A. W. Ross was a real estate developer best known for transforming Los Angeles’s Wilshire Boulevard into the bustling Miracle Mile commercial district.
-
E.
Jerry L. Ross
Jerry L. Ross is a retired U.S. Air Force officer and NASA astronaut renowned for holding a record number of Space Shuttle flights and spacewalks during the construction of the International Space Station.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe0296be081908070bd48fe4fc926 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b031633efc819088c2ea29eafaff0f |
completed | March 10, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69b033894ca881908691b88e6108257c |
completed | March 10, 2026, 3:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b03c3af7b48190b66bb32df59196e3 |
completed | March 10, 2026, 3:43 p.m. |
Created at: March 6, 2026, 10:03 p.m.