Triple

T20739110
Position Surface form Disambiguated ID Type / Status
Subject J. Willard Marriott E509790 entity
Predicate founded P104 FINISHED
Object Hot Shoppes
Hot Shoppes was a pioneering American restaurant chain that began as a small root beer stand and grew into the foundation of the Marriott hospitality empire.
E1448122 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: Hot Shoppes | Statement: [J. Willard Marriott, founded, Hot Shoppes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hot Shoppes
Context triple: [J. Willard Marriott, founded, Hot Shoppes]
  • A. Ohrbach’s department store
    Ohrbach’s department store was a mid-20th-century American discount department store chain known for its fashionable yet affordable clothing and prominent urban locations, including its former flagship in Los Angeles.
  • B. Spencer Shops
    Spencer Shops is a historic former Southern Railway steam locomotive repair facility in North Carolina that now serves as part of the North Carolina Transportation Museum.
  • C. Lerner Shops
    Lerner Shops was a prominent American women’s apparel retail chain that evolved into the modern fashion brand New York & Company.
  • D. Sharchop
    The Sharchop are an indigenous ethnic group of eastern Bhutan known for their distinct Tibeto-Burman language varieties and cultural traditions.
  • E. Chico's FAS
    Chico's FAS is an American women's specialty retailer best known for its Chico's, White House Black Market, and Soma brands, offering apparel, intimates, and accessories through boutiques and online.
  • 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: Hot Shoppes
Triple: [J. Willard Marriott, founded, Hot Shoppes]
Generated description
Hot Shoppes was a pioneering American restaurant chain that began as a small root beer stand and grew into the foundation of the Marriott hospitality empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hot Shoppes
Target entity description: Hot Shoppes was a pioneering American restaurant chain that began as a small root beer stand and grew into the foundation of the Marriott hospitality empire.
  • A. Ohrbach’s department store
    Ohrbach’s department store was a mid-20th-century American discount department store chain known for its fashionable yet affordable clothing and prominent urban locations, including its former flagship in Los Angeles.
  • B. Spencer Shops
    Spencer Shops is a historic former Southern Railway steam locomotive repair facility in North Carolina that now serves as part of the North Carolina Transportation Museum.
  • C. Lerner Shops
    Lerner Shops was a prominent American women’s apparel retail chain that evolved into the modern fashion brand New York & Company.
  • D. Sharchop
    The Sharchop are an indigenous ethnic group of eastern Bhutan known for their distinct Tibeto-Burman language varieties and cultural traditions.
  • E. Chico's FAS
    Chico's FAS is an American women's specialty retailer best known for its Chico's, White House Black Market, and Soma brands, offering apparel, intimates, and accessories through boutiques and online.
  • 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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20d9d4c8190a2fd87f8a33c313d completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e83a28548190b87010bfde6626eb completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8df60c88190803590abd75b3e43 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e95f05088190b5934f067c5dd7b7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:32 p.m.