Triple

T12439750
Position Surface form Disambiguated ID Type / Status
Subject Dean O’Banion E297237 entity
Predicate business P12567 FINISHED
Object Schofield’s flower shop in Chicago
Schofield’s flower shop in Chicago was a florist business that served as both a legitimate front and a key headquarters for mob boss Dean O’Banion’s Prohibition-era criminal operations.
E984274 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: Schofield’s flower shop in Chicago | Statement: [Dean O’Banion, business, Schofield’s flower shop in Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schofield’s flower shop in Chicago
Context triple: [Dean O’Banion, business, Schofield’s flower shop in Chicago]
  • A. Marshall Field Wholesale Store, Chicago
    The Marshall Field Wholesale Store in Chicago was a landmark 19th-century commercial building designed by Henry Hobson Richardson, celebrated as a seminal work of Richardsonian Romanesque architecture.
  • B. Lincoln Gardens, Chicago
    Lincoln Gardens in Chicago was a prominent early jazz nightclub and dance hall, famed as a key venue in the 1920s for pioneering bands like King Oliver’s Creole Jazz Band and an important incubator of the Chicago jazz scene.
  • C. Lincoln Square, Chicago
    Lincoln Square, Chicago is a North Side neighborhood known for its historic German roots, walkable commercial district, and vibrant mix of restaurants, shops, and cultural events.
  • D. Old Town, Chicago
    Old Town, Chicago is a historic Near North Side neighborhood known for its preserved Victorian-era architecture, vibrant Wells Street commercial strip, and longstanding arts and entertainment scene.
  • E. Chicago Commercial Club
    The Chicago Commercial Club is an influential civic and business organization in Chicago that has historically brought together prominent business leaders to shape the city’s economic development and public policy.
  • 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: Schofield’s flower shop in Chicago
Triple: [Dean O’Banion, business, Schofield’s flower shop in Chicago]
Generated description
Schofield’s flower shop in Chicago was a florist business that served as both a legitimate front and a key headquarters for mob boss Dean O’Banion’s Prohibition-era criminal operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schofield’s flower shop in Chicago
Target entity description: Schofield’s flower shop in Chicago was a florist business that served as both a legitimate front and a key headquarters for mob boss Dean O’Banion’s Prohibition-era criminal operations.
  • A. Marshall Field Wholesale Store, Chicago
    The Marshall Field Wholesale Store in Chicago was a landmark 19th-century commercial building designed by Henry Hobson Richardson, celebrated as a seminal work of Richardsonian Romanesque architecture.
  • B. Lincoln Gardens, Chicago
    Lincoln Gardens in Chicago was a prominent early jazz nightclub and dance hall, famed as a key venue in the 1920s for pioneering bands like King Oliver’s Creole Jazz Band and an important incubator of the Chicago jazz scene.
  • C. Lincoln Square, Chicago
    Lincoln Square, Chicago is a North Side neighborhood known for its historic German roots, walkable commercial district, and vibrant mix of restaurants, shops, and cultural events.
  • D. Old Town, Chicago
    Old Town, Chicago is a historic Near North Side neighborhood known for its preserved Victorian-era architecture, vibrant Wells Street commercial strip, and longstanding arts and entertainment scene.
  • E. Chicago Commercial Club
    The Chicago Commercial Club is an influential civic and business organization in Chicago that has historically brought together prominent business leaders to shape the city’s economic development and public policy.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8dc0f881908a3da736d8947ce1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0ea1e48190a11cf94797290156 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f64010a1348190afaf7b95b8f146b5 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f640c33d948190ad8f9885f90786d7 completed May 2, 2026, 6:21 p.m.
Created at: April 8, 2026, 9:55 p.m.