Triple

T22474455
Position Surface form Disambiguated ID Type / Status
Subject Florence, Massachusetts E555590 entity
Predicate hasCulturalInstitution P105 FINISHED
Object Florence Civic and Business Association (local) NE NERFINISHED

How this triple was built (3 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: Florence Civic and Business Association (local)  | Statement: [Florence, Massachusetts, hasCulturalInstitution, Florence Civic and Business Association (local) ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence Civic and Business Association (local) 
Context triple: [Florence, Massachusetts, hasCulturalInstitution, Florence Civic and Business Association (local) ]
  • A. Florence Center
    Florence Center is a satellite campus of Lane Community College serving students in the Florence, Oregon area with local access to the college’s educational programs and services.
  • B. Florence Center
    Florence Center is a multi-purpose arena and event venue in Florence, South Carolina, hosting sports, concerts, conventions, and community events.
  • C. Florence downtown historic district
    The Florence Downtown Historic District is a preserved central business area in Florence, Colorado, known for its late 19th- and early 20th-century architecture and small-town commercial character.
  • D. Florence Townsite Historic District
    The Florence Townsite Historic District is a preserved area in downtown Florence, Arizona, known for its well-maintained 19th- and early 20th-century buildings that reflect the town’s frontier, territorial, and early statehood history.
  • E. Venice Neighborhood Council
    The Venice Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Venice neighborhood.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence Civic and Business Association (local) 
Target entity description: The Florence Civic and Business Association is a local community and business organization in Florence, Massachusetts that promotes civic engagement, supports local enterprises, and organizes neighborhood events.
  • A. Florence Center
    Florence Center is a satellite campus of Lane Community College serving students in the Florence, Oregon area with local access to the college’s educational programs and services.
  • B. Florence Center
    Florence Center is a multi-purpose arena and event venue in Florence, South Carolina, hosting sports, concerts, conventions, and community events.
  • C. Florence downtown historic district
    The Florence Downtown Historic District is a preserved central business area in Florence, Colorado, known for its late 19th- and early 20th-century architecture and small-town commercial character.
  • D. Florence Townsite Historic District
    The Florence Townsite Historic District is a preserved area in downtown Florence, Arizona, known for its well-maintained 19th- and early 20th-century buildings that reflect the town’s frontier, territorial, and early statehood history.
  • E. Venice Neighborhood Council
    The Venice Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Venice neighborhood.
  • F. None of above. chosen

Provenance (2 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_69e11e52c2048190952dc5df209b9bed completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15be2d5388190a59d11b3403d998b completed April 29, 2026, 1:16 a.m.
Created at: April 16, 2026, 8:49 p.m.