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.