Triple
T22095666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton City Council |
E546021
|
entity |
| Predicate | governs |
P760
|
FINISHED |
| Object |
City of Northampton municipal government
The City of Northampton municipal government is the local governing body responsible for administering public services, policies, and regulations for the city of Northampton, Massachusetts.
|
E546021
|
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 Northampton municipal government | Statement: [Northampton City Council, governs, City of Northampton municipal government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Northampton municipal government Context triple: [Northampton City Council, governs, City of Northampton municipal government]
-
A.
Northampton City Council
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
-
B.
Northampton County Council
Northampton County Council was the former top-tier local government authority responsible for providing county-wide public services and administration in Northamptonshire, England.
-
C.
North Northamptonshire Council
North Northamptonshire Council is the unitary local authority responsible for providing public services and governance across the North Northamptonshire area of England.
-
D.
South Northamptonshire Council
South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.
-
E.
Borough of Northampton
The Borough of Northampton was a former local government district and borough in Northamptonshire, England, centered on the town of Northampton and its surrounding suburbs and communities.
- 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 Northampton municipal government Triple: [Northampton City Council, governs, City of Northampton municipal government]
Generated description
The City of Northampton municipal government is the local governing body responsible for administering public services, policies, and regulations for the city of Northampton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Northampton municipal government Target entity description: The City of Northampton municipal government is the local governing body responsible for administering public services, policies, and regulations for the city of Northampton, Massachusetts.
-
A.
Northampton City Council
chosen
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
-
B.
Northampton County Council
Northampton County Council was the former top-tier local government authority responsible for providing county-wide public services and administration in Northamptonshire, England.
-
C.
North Northamptonshire Council
North Northamptonshire Council is the unitary local authority responsible for providing public services and governance across the North Northamptonshire area of England.
-
D.
South Northamptonshire Council
South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.
-
E.
Borough of Northampton
The Borough of Northampton was a former local government district and borough in Northamptonshire, England, centered on the town of Northampton and its surrounding suburbs and communities.
- 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_69e11e36d03c8190a83a1ba802b7231b |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f128e82c1481908701f255b834f192 |
completed | April 28, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a879f826881909cdad0edc6bde08d |
completed | May 18, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_6a0a884eb8248190b98b260d3d277d92 |
completed | May 18, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a8901941c8190945a96d7f5578362 |
completed | May 18, 2026, 3:35 a.m. |
Created at: April 16, 2026, 8:29 p.m.