Triple
T5743824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton, Massachusetts |
E126678
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
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.
|
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: Northampton City Council | Statement: [Northampton, Massachusetts, governingBody, Northampton City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton City Council Context triple: [Northampton, Massachusetts, governingBody, Northampton City Council]
-
A.
West Northamptonshire Council
West Northamptonshire Council is the unitary local authority responsible for providing public services and local governance across the West Northamptonshire area of England, including the town of Northampton.
-
B.
Norwich City Council
Norwich City Council is the local government authority responsible for providing municipal services and administration for the city of Norwich in England.
-
C.
Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
-
D.
Northampton
Northampton is a small, culturally vibrant city in western Massachusetts known for its progressive community, arts scene, and historic New England character.
-
E.
Northampton
Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
- 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: Northampton City Council Triple: [Northampton, Massachusetts, governingBody, Northampton City Council]
Generated description
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton City Council Target entity description: Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
-
A.
West Northamptonshire Council
West Northamptonshire Council is the unitary local authority responsible for providing public services and local governance across the West Northamptonshire area of England, including the town of Northampton.
-
B.
Norwich City Council
Norwich City Council is the local government authority responsible for providing municipal services and administration for the city of Norwich in England.
-
C.
Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
-
D.
Northampton
Northampton is a small, culturally vibrant city in western Massachusetts known for its progressive community, arts scene, and historic New England character.
-
E.
Northampton
Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
- F. None of above. chosen
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_69c0083179548190b384b0bf3c08ca4d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02586b25c819083c409ce324268cc |
completed | March 22, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e2196e08190a38e1c6871e71acd |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c088eaf20c8190a8ed785ebab047af |
completed | March 23, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08945dd48819096453dc14fda13d0 |
completed | March 23, 2026, 12:28 a.m. |
Created at: March 22, 2026, 3:48 p.m.