Triple

T5288413
Position Surface form Disambiguated ID Type / Status
Subject Fred Harvey Company E119680 entity
Predicate foundedBy P104 FINISHED
Object Fred Harvey
Fred Harvey was a pioneering American restaurateur and entrepreneur best known for creating the Harvey House restaurant and hotel chain that served travelers along the Atchison, Topeka and Santa Fe Railway in the late 19th and early 20th centuries.
E119680 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: Fred Harvey | Statement: [Fred Harvey Company, foundedBy, Fred Harvey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Harvey
Context triple: [Fred Harvey Company, foundedBy, Fred Harvey]
  • A. Fred Harvey Company
    The Fred Harvey Company was a pioneering American hospitality and restaurant chain that served travelers along the Atchison, Topeka and Santa Fe Railway and became famous for its well-trained waitresses known as the Harvey Girls.
  • B. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • C. Howard W. Johnson
    Howard W. Johnson was an engineer and computer scientist known for his influential work in high-speed digital design and signal integrity.
  • D. Rodman Wanamaker
    Rodman Wanamaker was an American businessman and department store magnate whose support for professional golf helped lead to the creation of the PGA Championship and its iconic Wanamaker Trophy.
  • E. Philip Armour
    Philip Armour was a prominent 19th-century American meatpacking magnate and founder of Armour & Company, a key figure in the development of Chicago’s meat industry.
  • 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: Fred Harvey
Triple: [Fred Harvey Company, foundedBy, Fred Harvey]
Generated description
Fred Harvey was a pioneering American restaurateur and entrepreneur best known for creating the Harvey House restaurant and hotel chain that served travelers along the Atchison, Topeka and Santa Fe Railway in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Harvey
Target entity description: Fred Harvey was a pioneering American restaurateur and entrepreneur best known for creating the Harvey House restaurant and hotel chain that served travelers along the Atchison, Topeka and Santa Fe Railway in the late 19th and early 20th centuries.
  • A. Fred Harvey Company chosen
    The Fred Harvey Company was a pioneering American hospitality and restaurant chain that served travelers along the Atchison, Topeka and Santa Fe Railway and became famous for its well-trained waitresses known as the Harvey Girls.
  • B. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • C. Howard W. Johnson
    Howard W. Johnson was an engineer and computer scientist known for his influential work in high-speed digital design and signal integrity.
  • D. Rodman Wanamaker
    Rodman Wanamaker was an American businessman and department store magnate whose support for professional golf helped lead to the creation of the PGA Championship and its iconic Wanamaker Trophy.
  • E. Philip Armour
    Philip Armour was a prominent 19th-century American meatpacking magnate and founder of Armour & Company, a key figure in the development of Chicago’s meat industry.
  • F. None of above.

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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84db300c8190a63ac51552f0e9a6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06ecf4748190ab2bdd672f4ab14d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf090aa7c88190a66694cec6d6a370 completed March 21, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69bf09d3b8148190b79bdf3cb77000b4 completed March 21, 2026, 9:12 p.m.
Created at: March 20, 2026, 1:52 p.m.