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.