Triple

T17742508
Position Surface form Disambiguated ID Type / Status
Subject Clif Smart E442896 entity
Predicate boardMemberOf P10 FINISHED
Object Springfield Area Chamber of Commerce — 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: Springfield Area Chamber of Commerce | Statement: [Clif Smart, boardMemberOf, Springfield Area Chamber of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springfield Area Chamber of Commerce
Context triple: [Clif Smart, boardMemberOf, Springfield Area Chamber of Commerce]
  • A. Springfield Redevelopment Authority
    The Springfield Redevelopment Authority is a public urban renewal agency responsible for planning, managing, and overseeing redevelopment projects and economic revitalization efforts in Springfield, Massachusetts.
  • B. Springfield City Council
    The Springfield City Council is the elected municipal legislative body responsible for making laws, setting policies, and overseeing city governance in Springfield, Illinois.
  • C. Springfield City Commission
    The Springfield City Commission is the elected municipal governing body responsible for setting policy, passing local legislation, and overseeing city administration in Springfield, Ohio.
  • D. Tri-Valley Chamber of Commerce
    Tri-Valley Chamber of Commerce is a regional business organization that supports and advocates for companies and economic development in California’s Tri-Valley area.
  • E. Springfield Parks Department
    The Springfield Parks Department is the municipal agency responsible for managing and maintaining parks, recreational facilities, and green spaces throughout Springfield, Massachusetts.
  • 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: Springfield Area Chamber of Commerce
Target entity description: The Springfield Area Chamber of Commerce is a regional business organization that promotes economic development, supports local enterprises, and advocates for the business community in the Springfield area.
  • A. Springfield Redevelopment Authority
    The Springfield Redevelopment Authority is a public urban renewal agency responsible for planning, managing, and overseeing redevelopment projects and economic revitalization efforts in Springfield, Massachusetts.
  • B. Springfield City Council
    The Springfield City Council is the elected municipal legislative body responsible for making laws, setting policies, and overseeing city governance in Springfield, Illinois.
  • C. Springfield City Commission
    The Springfield City Commission is the elected municipal governing body responsible for setting policy, passing local legislation, and overseeing city administration in Springfield, Ohio.
  • D. Tri-Valley Chamber of Commerce
    Tri-Valley Chamber of Commerce is a regional business organization that supports and advocates for companies and economic development in California’s Tri-Valley area.
  • E. Springfield Parks Department
    The Springfield Parks Department is the municipal agency responsible for managing and maintaining parks, recreational facilities, and green spaces throughout Springfield, Massachusetts.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ace58988190b927ca29af7a8b77 completed April 19, 2026, 6:48 a.m.
Created at: April 10, 2026, 10:09 a.m.