Triple

T18644449
Position Surface form Disambiguated ID Type / Status
Subject Wurster, Bernardi and Emmons E455767 entity
Predicate notableWork P4 FINISHED
Object Ghirardelli Square adaptive reuse studies (early involvement)
Ghirardelli Square adaptive reuse studies (early involvement) refers to the pioneering planning and design work that helped transform San Francisco’s historic Ghirardelli chocolate factory complex into one of the first major mixed-use, heritage-preserving urban redevelopment projects in the United States.
E1335201 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: Ghirardelli Square adaptive reuse studies (early involvement) | Statement: [Wurster, Bernardi and Emmons, notableWork, Ghirardelli Square adaptive reuse studies (early involvement)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghirardelli Square adaptive reuse studies (early involvement)
Context triple: [Wurster, Bernardi and Emmons, notableWork, Ghirardelli Square adaptive reuse studies (early involvement)]
  • A. San Pedro Public Market redevelopment area
    The San Pedro Public Market redevelopment area is a waterfront revitalization project in San Pedro, California, transforming the former Ports O’ Call Village and surrounding harborfront into a modern mixed-use destination with dining, retail, and public spaces.
  • B. South Cove urban renewal project
    The South Cove urban renewal project was a mid-20th-century redevelopment initiative in Boston that transformed a historically immigrant and working-class neighborhood through large-scale clearance and construction, significantly reshaping the city’s Chinatown and surrounding areas.
  • C. Harrison Square project
    The Harrison Square project is a downtown Fort Wayne, Indiana redevelopment initiative that includes Parkview Field and surrounding mixed-use urban improvements.
  • D. Charles Center urban renewal project
    The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
  • E. Lick House alterations, San Francisco
    Lick House alterations, San Francisco were architectural modifications to the historic Lick House hotel in San Francisco designed by prominent American architect A. Page Brown.
  • 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: Ghirardelli Square adaptive reuse studies (early involvement)
Triple: [Wurster, Bernardi and Emmons, notableWork, Ghirardelli Square adaptive reuse studies (early involvement)]
Generated description
Ghirardelli Square adaptive reuse studies (early involvement) refers to the pioneering planning and design work that helped transform San Francisco’s historic Ghirardelli chocolate factory complex into one of the first major mixed-use, heritage-preserving urban redevelopment projects in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghirardelli Square adaptive reuse studies (early involvement)
Target entity description: Ghirardelli Square adaptive reuse studies (early involvement) refers to the pioneering planning and design work that helped transform San Francisco’s historic Ghirardelli chocolate factory complex into one of the first major mixed-use, heritage-preserving urban redevelopment projects in the United States.
  • A. San Pedro Public Market redevelopment area
    The San Pedro Public Market redevelopment area is a waterfront revitalization project in San Pedro, California, transforming the former Ports O’ Call Village and surrounding harborfront into a modern mixed-use destination with dining, retail, and public spaces.
  • B. South Cove urban renewal project
    The South Cove urban renewal project was a mid-20th-century redevelopment initiative in Boston that transformed a historically immigrant and working-class neighborhood through large-scale clearance and construction, significantly reshaping the city’s Chinatown and surrounding areas.
  • C. Harrison Square project
    The Harrison Square project is a downtown Fort Wayne, Indiana redevelopment initiative that includes Parkview Field and surrounding mixed-use urban improvements.
  • D. Charles Center urban renewal project
    The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
  • E. Lick House alterations, San Francisco
    Lick House alterations, San Francisco were architectural modifications to the historic Lick House hotel in San Francisco designed by prominent American architect A. Page Brown.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5500c36188190bfdd7aca73f3c006 completed April 19, 2026, 9:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d865fc48190a11ed96ebfdca50d completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a051058f5788190b782a39feb7f6111 completed May 13, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0510fc0d1081908970c91357bb3444 completed May 14, 2026, 12:02 a.m.
Created at: April 10, 2026, 11:47 a.m.