Triple

T265655
Position Surface form Disambiguated ID Type / Status
Subject Oakbrook Center E5719 entity
Predicate developer P73 FINISHED
Object Marshall Field & Company
Marshall Field & Company was a prominent American department store chain based in Chicago, renowned for its upscale retailing and influential role in the development of modern department stores.
E17366 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: Marshall Field & Company | Statement: [Oakbrook Center, developer, Marshall Field & Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Field & Company
Context triple: [Oakbrook Center, developer, Marshall Field & Company]
  • A. Marshall Field
    Marshall Field was a prominent American entrepreneur and philanthropist best known as the founder of the Chicago-based Marshall Field and Company department store empire.
  • B. Sears, Roebuck & Co.
    Sears, Roebuck & Co. was a major American retail company and mail-order catalog pioneer that became one of the largest and most influential department store chains in the United States.
  • C. Nordstrom
    Nordstrom is a leading American luxury department store chain known for its high-end fashion, quality customer service, and nationwide retail presence.
  • D. Bergdorf Goodman store
    Bergdorf Goodman store is a luxury department store in New York City renowned for its high-end fashion, designer brands, and iconic window displays.
  • E. Hudson's Bay Company
    Hudson's Bay Company is a historic Canadian retail and fur-trading enterprise founded in 1670 that became one of the oldest and most influential commercial institutions in North America.
  • 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: Marshall Field & Company
Triple: [Oakbrook Center, developer, Marshall Field & Company]
Generated description
Marshall Field & Company was a prominent American department store chain based in Chicago, renowned for its upscale retailing and influential role in the development of modern department stores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Field & Company
Target entity description: Marshall Field & Company was a prominent American department store chain based in Chicago, renowned for its upscale retailing and influential role in the development of modern department stores.
  • A. Marshall Field chosen
    Marshall Field was a prominent American entrepreneur and philanthropist best known as the founder of the Chicago-based Marshall Field and Company department store empire.
  • B. Sears, Roebuck & Co.
    Sears, Roebuck & Co. was a major American retail company and mail-order catalog pioneer that became one of the largest and most influential department store chains in the United States.
  • C. Nordstrom
    Nordstrom is a leading American luxury department store chain known for its high-end fashion, quality customer service, and nationwide retail presence.
  • D. Bergdorf Goodman store
    Bergdorf Goodman store is a luxury department store in New York City renowned for its high-end fashion, designer brands, and iconic window displays.
  • E. Hudson's Bay Company
    Hudson's Bay Company is a historic Canadian retail and fur-trading enterprise founded in 1670 that became one of the oldest and most influential commercial institutions in North America.
  • 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ae45648190966804664bf4f861 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a9adf4481909300cfa1fb3129cc completed March 1, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_69a38aef72808190953043b9c480fada completed March 1, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.