Triple

T1046411
Position Surface form Disambiguated ID Type / Status
Subject The Harvey Girls E22588 entity
Predicate depicts P1581 FINISHED
Object 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.
 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 Company | Statement: [The Harvey Girls, depicts, Fred Harvey Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred Harvey Company
Context triple: [The Harvey Girls, depicts, Fred Harvey Company]
  • A. Ghirardelli Chocolate Company
    Ghirardelli Chocolate Company is a historic American chocolatier founded in San Francisco, renowned for its premium chocolate products and iconic presence in the city’s culinary culture.
  • B. Reser’s Fine Foods
    Reser’s Fine Foods is an American food company known for producing prepared salads, side dishes, and other refrigerated convenience foods for retail and foodservice markets.
  • C. 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.
  • D. J. C. Nichols Company
    J. C. Nichols Company was a prominent Kansas City real estate development firm best known for pioneering master-planned residential communities and the landmark Country Club Plaza shopping district.
  • E. Brinker
    Brinker is the surname of Nancy Goodman Brinker, the American businesswoman and philanthropist who founded the Susan G. Komen breast cancer organization.
  • 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 Company
Triple: [The Harvey Girls, depicts, Fred Harvey Company]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fred Harvey Company
Target entity description: 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.
  • A. Ghirardelli Chocolate Company
    Ghirardelli Chocolate Company is a historic American chocolatier founded in San Francisco, renowned for its premium chocolate products and iconic presence in the city’s culinary culture.
  • B. Reser’s Fine Foods
    Reser’s Fine Foods is an American food company known for producing prepared salads, side dishes, and other refrigerated convenience foods for retail and foodservice markets.
  • C. 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.
  • D. J. C. Nichols Company
    J. C. Nichols Company was a prominent Kansas City real estate development firm best known for pioneering master-planned residential communities and the landmark Country Club Plaza shopping district.
  • E. Brinker
    Brinker is the surname of Nancy Goodman Brinker, the American businesswoman and philanthropist who founded the Susan G. Komen breast cancer organization.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b84bb0048190badf6d2f7f684d99 completed March 1, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bcb65d08190b2ea04b6de3bb39b completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3ce6228881908f429cb0a016a17a completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d3ed140819087ede15c555e2f4d completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.