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.