Triple

T9383440
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Centre for the Arts E225843 entity
Predicate partOf P40 FINISHED
Object City of Cambridge cultural services
City of Cambridge cultural services is the municipal department responsible for overseeing and supporting arts, culture, and heritage programming in Cambridge, Ontario.
E677047 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: City of Cambridge cultural services | Statement: [Cambridge Centre for the Arts, partOf, City of Cambridge cultural services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Cambridge cultural services
Context triple: [Cambridge Centre for the Arts, partOf, City of Cambridge cultural services]
  • A. City of Cambridge government
    The City of Cambridge government is the municipal authority responsible for administering public services, local policies, and regulations for Cambridge, Massachusetts.
  • B. Cambridge Human Services Department
    The Cambridge Human Services Department is a municipal agency that plans and delivers social, economic, and community support programs for residents of Cambridge, Massachusetts.
  • C. Cambridge Centre for Social Innovation
    The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
  • D. City of Cambridge
    The City of Cambridge is a historic and culturally vibrant Massachusetts city known for its prestigious universities, diverse neighborhoods, and rich architectural heritage.
  • E. City of Cambridge
    The City of Cambridge is a mid-sized urban municipality in southwestern Ontario, Canada, known for its historic downtowns along the Grand and Speed Rivers and its role within the Region of Waterloo.
  • 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: City of Cambridge cultural services
Triple: [Cambridge Centre for the Arts, partOf, City of Cambridge cultural services]
Generated description
City of Cambridge cultural services is the municipal department responsible for overseeing and supporting arts, culture, and heritage programming in Cambridge, Ontario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Cambridge cultural services
Target entity description: City of Cambridge cultural services is the municipal department responsible for overseeing and supporting arts, culture, and heritage programming in Cambridge, Ontario.
  • A. City of Cambridge government
    The City of Cambridge government is the municipal authority responsible for administering public services, local policies, and regulations for Cambridge, Massachusetts.
  • B. Cambridge Human Services Department
    The Cambridge Human Services Department is a municipal agency that plans and delivers social, economic, and community support programs for residents of Cambridge, Massachusetts.
  • C. Cambridge Centre for Social Innovation
    The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
  • D. City of Cambridge
    The City of Cambridge is a historic and culturally vibrant Massachusetts city known for its prestigious universities, diverse neighborhoods, and rich architectural heritage.
  • E. City of Cambridge chosen
    The City of Cambridge is a mid-sized urban municipality in southwestern Ontario, Canada, known for its historic downtowns along the Grand and Speed Rivers and its role within the Region of Waterloo.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50c23e7881908112597a1771afa5 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100e4fff08190abb4865004462841 completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d10430eec481908e06dd1f6bd12020 completed April 4, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_69d104a6fb4481908a27f72e3f2d1811 completed April 4, 2026, 12:31 p.m.
Created at: March 30, 2026, 7:44 p.m.